{"id":"W7110567932","doi":"","title":"Consistency","year":2022,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Upload; Personality; Publication; Term (time)","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":[0.004621522,0.0007685752,0.0007577539,0.001828127,0.0009613209,0.003656372,0.001082831,0.0009138746,0.04873238],"category_scores_gemma":[0.04437559,0.0005882313,0.00149441,0.002141168,0.0008427294,0.002047885,0.002525074,0.00120016,0.005901748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007839877,"about_ca_system_score_gemma":0.0007304814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005602359,"about_ca_topic_score_gemma":0.003818782,"domain_scores_codex":[0.9978836,0.0005953502,0.0001852175,0.0006554307,0.0004841677,0.0001961636],"domain_scores_gemma":[0.9839716,0.006462046,0.002736317,0.003731182,0.002318724,0.0007800861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000726543,0.0003159639,0.8667759,0.0004853818,0.0007472812,0.0003219508,0.002962896,0.001663762,0.001147318,0.02129165,0.01371597,0.08984537],"study_design_scores_gemma":[0.0001020499,0.0002238094,0.9316366,0.0003517849,0.0002983142,0.0006105881,0.001846979,0.004627491,0.0005308606,0.03840845,0.02127541,0.00008774303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7663143,0.002414466,0.04856629,0.002954142,0.0006716534,0.0008711483,0.01733813,0.001086625,0.1597832],"genre_scores_gemma":[0.9619889,0.0004063529,0.01350548,0.0005247729,0.0001726491,0.0004961845,0.008410805,0.0004054297,0.01408933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9512676,"threshold_uncertainty_score":0.163026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772934924652504,"score_gpt":0.2597948766312165,"score_spread":0.2420655273846914,"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."}}