```json { "classifications": [ {"column": "Model", "label": "none", "confidence": 1.0, "reason": "Model name identifier, not a coordinate"}, {"column": "Domain", "label": "none", "confidence": 1.0, "reason": "Categorical field describing application domain"}, {"column": "Task", "label": "none", "confidence": 1.0, "reason": "Categorical field describing ML task type"}, {"column": "Organization", "label": "none", "confidence": 1.0, "reason": "Entity name, not a coordinate"}, {"column": "Authors", "label": "none", "confidence": 1.0, "reason": "List of author names, not a coordinate"}, {"column": "Publication date", "label": "temporal", "confidence": 1.0, "reason": "Date values representing publication time points"}, {"column": "Reference", "label": "none", "confidence": 1.0, "reason": "Citation/reference text, not a coordinate"}, {"column": "Link", "label": "none", "confidence": 1.0, "reason": "URL or reference link, not a coordinate"}, {"column": "Citations", "label": "none", "confidence": 1.0, "reason": "Numeric count metric, not a coordinate axis"}, {"column": "Notability criteria", "label": "none", "confidence": 1.0, "reason": "Categorical classification, not a coordinate"}, {"column": "Notability criteria notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Parameters", "label": "none", "confidence": 1.0, "reason": "Numeric measure of model size, not a coordinate axis"}, {"column": "Parameters notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Training compute (FLOP)", "label": "none", "confidence": 1.0, "reason": "Numeric measure, not a shared analytical axis"}, {"column": "Training compute notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Training dataset size (total)", "label": "none", "confidence": 1.0, "reason": "Numeric measure, not a coordinate axis"}, {"column": "Dataset size notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Training time (hours)", "label": "none", "confidence": 0.9, "reason": "Duration measure, not a time point on axis"}, {"column": "Training time notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Training hardware", "label": "none", "confidence": 1.0, "reason": "Hardware type identifier, not a coordinate"}, {"column": "Approach", "label": "none", "confidence": 1.0, "reason": "Categorical methodology field, not a coordinate"}, {"column": "Confidence", "label": "none", "confidence": 1.0, "reason": "Categorical quality indicator, not a coordinate"}, {"column": "Abstract", "label": "none", "confidence": 1.0, "reason": "Long text description, not a coordinate"}, {"column": "Epochs", "label": "none", "confidence": 1.0, "reason": "Training iteration count, not a coordinate axis"}, {"column": "WikiText and Penn Treebank data", "label": "none", "confidence": 1.0, "reason": "Model identifier for specific datasets, not a coordinate"}, {"column": "Model accessibility", "label": "none", "confidence": 1.0, "reason": "Categorical access type, not a coordinate"}, {"column": "Country (of organization)", "label": "spatial", "confidence": 0.95, "reason": "Geographic location (country names) used for organizational location"}, {"column": "Base model", "label": "none", "confidence": 1.0, "reason": "Model name reference, not a coordinate"}, {"column": "Finetune compute (FLOP)", "label": "none", "confidence": 1.0, "reason": "Numeric measure, not a coordinate axis"}, {"column": "Finetune compute notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Hardware quantity", "label": "none", "confidence": 1.0, "reason": "Numeric count, not a coordinate axis"}, {"column": "Hardware utilization (MFU)", "label": "none", "confidence": 1.0, "reason": "Numeric ratio/percentage, not a coordinate"}, {"column": "Last modified", "label": "temporal", "confidence": 1.0, "reason": "Timestamp representing modification time point"}, {"column": "Training cloud compute vendor", "label": "none", "confidence": 1.0, "reason": "Vendor name, not a coordinate"}, {"column": "Training data center", "label": "none", "confidence": 0.9, "reason": "Data center name/description, not a standardized spatial coordinate"}, {"column": "Archived links", "label": "none", "confidence": 1.0, "reason": "Model identifiers or URLs, not a coordinate"}, {"column": "Batch size", "label": "none", "confidence": 1.0, "reason": "Numeric training parameter, not a coordinate"}, {"column": "Batch size notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Organization categorization", "label": "none", "confidence": 1.0, "reason": "Categorical organization type, not a coordinate"}, {"column": "Foundation model", "label": "none", "confidence": 1.0, "reason": "Boolean flag, not a coordinate"}, {"column": "Training compute lower bound", "label": "none", "confidence": 1.0, "reason": "Numeric bound, not a coordinate axis"}, {"column": "Training compute upper bound", "label": "none", "confidence": 1.0, "reason": "Numeric bound, not a coordinate axis"}, {"column": "Training chip-hours", "label": "none", "confidence": 1.0, "reason": "Numeric measure, not a coordinate axis"}, {"column": "Training code accessibility", "label": "none", "confidence": 1.0, "reason": "Categorical accessibility type, not a coordinate"}, {"column": "Accessibility notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Possibly over 1e23 FLOP", "label": "none", "confidence": 1.0, "reason": "Boolean flag, not a coordinate"}, {"column": "Training compute cost (2023 USD)", "label": "none", "confidence": 1.0, "reason": "Numeric cost measure, not a coordinate axis"}, {"column": "Utilization notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Numerical format", "label": "none", "confidence": 1.0, "reason": "Categorical data type, not a coordinate"}, {"column": "Frontier model", "label": "none", "confidence": 1.0, "reason": "Boolean flag, not a coordinate"}, {"column": "Training power draw (W)", "label": "none", "confidence": 1.0, "reason": "Numeric power measure, not a coordinate axis"}, {"column": "Training compute estimation method", "label": "none", "confidence": 1.0, "reason": "Categorical methodology, not a coordinate"}, {"column": "Hugging Face developer id", "label": "none", "confidence": 1.0, "reason": "Developer identifier, not a coordinate"}, {"column": "Post-training compute (FLOP)", "label": "none", "confidence": 1.0, "reason": "Numeric measure, not a coordinate axis"}, {"column": "Post-training compute notes", "label": "none", "confidence": 1.0, "reason": "Descriptive text field, not a coordinate"}, {"column": "Hardware utilization (HFU)", "label": "none", "confidence": 1.0, "reason": "Numeric ratio/percentage, not a coordinate"}, {"column": "Open model weights?", "label": "none", "confidence": 1.0, "reason": "Boolean flag, not a coordinate"} ] } ```