{"id":"W2521578732","doi":"10.6084/m9.figshare.3833226.v2","title":"York.Classroom.sept15-2016.cvs.csv","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0006106007,0.001230195,0.0007793015,0.001371864,0.002290601,0.003476996,0.001711081,0.0009591316,0.9575005],"category_scores_gemma":[0.001307975,0.0005903494,0.0002858554,0.001374915,0.0005833185,0.001466394,0.003040171,0.001264235,0.8793813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153443,"about_ca_system_score_gemma":0.001616888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01769852,"about_ca_topic_score_gemma":0.0622865,"domain_scores_codex":[0.9996111,0.00004596125,0.00001500747,0.0001036371,0.0001415157,0.00008278905],"domain_scores_gemma":[0.9985826,0.0001377918,0.00003426184,0.0002438755,0.0003835028,0.000617859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001287775,0.0001042116,0.0002491864,0.00007126156,0.000001706852,0.00003040951,0.00008096538,0.00003865573,0.0003770688,0.001125249,0.9268433,0.07094917],"study_design_scores_gemma":[0.0000397802,0.00003639334,0.001450578,0.00008270072,0.000001523467,0.00002028647,0.0001540141,0.0001353289,0.0002798973,0.0004936221,0.997297,0.00000895703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.001903318,0.0002481599,0.001436334,0.001115174,0.00083234,0.0002114395,0.02141874,0.009408987,0.9634256],"genre_scores_gemma":[0.003876613,0.0001470112,0.0005689231,0.0001265278,0.00004825324,0.000140378,0.005122699,0.001367148,0.9886026],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04249954,"threshold_uncertainty_score":0.06062037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030943808025752,"score_gpt":0.3293388197611974,"score_spread":0.2262444389586223,"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."}}