{"id":"W4398331358","doi":"10.7910/dvn/bsungb/tuy4cl","title":"third pilot - cognitive intelligence test - code for analysis.R","year":2018,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cognition; Psychology; Association (psychology); Test (biology); Cognitive psychology; Emotional intelligence; Code (set theory); Developmental psychology; Computer science; Psychotherapist; Programming language; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00232382,0.002459757,0.00133524,0.002707899,0.0007181495,0.002317091,0.003424181,0.001672467,0.1281723],"category_scores_gemma":[0.01451627,0.0007370182,0.001599406,0.002498952,0.00050323,0.001195191,0.002418542,0.002070242,0.1905886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009921835,"about_ca_system_score_gemma":0.002046991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009189924,"about_ca_topic_score_gemma":0.02240326,"domain_scores_codex":[0.998528,0.0002217129,0.0002316463,0.0004961554,0.0002900479,0.0002323764],"domain_scores_gemma":[0.9937059,0.001619852,0.0004088642,0.001980623,0.001799658,0.0004850421],"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":[0.0001185755,0.00003463582,0.001620199,0.000280871,0.00002935061,0.00001590766,0.00001678051,0.0001531587,0.0001133316,0.000255392,0.993809,0.003552759],"study_design_scores_gemma":[0.0009167072,0.00007334828,0.0121681,0.0004187312,0.0000849928,0.0001417753,0.0001029621,0.001192519,0.001353628,0.003700686,0.9797767,0.00006980158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004143269,0.00003335402,0.0004915674,0.0000754932,0.00004743199,0.00006262521,0.9958529,0.001959049,0.001063121],"genre_scores_gemma":[0.001052695,0.00002380935,0.001080694,0.00008056042,0.00001571214,0.0003936651,0.9953439,0.0006536796,0.001355376],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8718277,"threshold_uncertainty_score":0.4287791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08508537071653596,"score_gpt":0.3570437487456102,"score_spread":0.2719583780290742,"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."}}