{"id":"W7097890642","doi":"","title":"Categories","year":2002,"lang":"en","type":"article","venue":"","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Constant (computer programming); Degree (music); Social research; Social category","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001386093,0.0004734414,0.0005749363,0.001580022,0.002871796,0.005728377,0.002393265,0.002187235,0.08623202],"category_scores_gemma":[0.005836581,0.0004235445,0.000880181,0.002064002,0.002024671,0.004403047,0.003229871,0.001399967,0.02055299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931136,"about_ca_system_score_gemma":0.001541743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006623297,"about_ca_topic_score_gemma":0.005520205,"domain_scores_codex":[0.9970788,0.0006188265,0.0001824662,0.0007169442,0.0006641143,0.0007389177],"domain_scores_gemma":[0.9968732,0.0005352232,0.0003358079,0.0007910044,0.0009296847,0.000535131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001260274,0.00004106542,0.002701043,0.00006776216,0.00001763588,0.0002032356,0.0005887604,0.0008260708,0.0004977584,0.9253938,0.04339885,0.02613795],"study_design_scores_gemma":[0.00007002507,0.00006176414,0.002265264,0.0000711905,0.00001994751,0.0005765259,0.001201069,0.004432428,0.0006156669,0.5908794,0.3997627,0.00004394444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07281953,0.001132258,0.138508,0.007545067,0.001569812,0.0006111673,0.009660993,0.00153698,0.7666163],"genre_scores_gemma":[0.6401748,0.0008501853,0.04195829,0.002103948,0.0003926114,0.0006834407,0.009375419,0.0002843266,0.304177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.913768,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06197279074637358,"score_gpt":0.1889701475082823,"score_spread":0.1269973567619087,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}