{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007662214,0.0005773688,0.0008432411,0.0004981132,0.0002970988,0.0001451752,0.0008863009,0.0003275335,0.08937203],"category_scores_gemma":[0.005406394,0.0005818033,0.0003896255,0.0007070187,0.0005594565,0.0001734145,0.0004975996,0.0005255972,0.08432432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007966511,"about_ca_system_score_gemma":0.0001309547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447369,"about_ca_topic_score_gemma":0.003475527,"domain_scores_codex":[0.9966897,0.0001774391,0.0007156829,0.001337546,0.0003177901,0.0007617957],"domain_scores_gemma":[0.9917274,0.005378394,0.0005211729,0.00149056,0.0006690838,0.0002134437],"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":[0.0003132561,0.0005442015,0.000186439,0.0001140219,0.001756216,0.00008495559,0.0001258875,4.380819e-7,0.000001982688,0.00008750369,0.9960467,0.0007384369],"study_design_scores_gemma":[0.00057333,0.001130168,0.0003946231,0.0001555397,0.004671026,0.00002216434,0.001007355,0.00005072556,0.00001161061,0.000219677,0.9911145,0.000649273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005373815,0.000004449608,0.003252951,0.000005642323,0.001072905,0.00104216,0.9918196,0.0001016074,0.00264692],"genre_scores_gemma":[0.0005964468,0.00004983483,0.0003504058,0.0008460383,0.0009628864,0.0003945951,0.99524,0.00004850654,0.001511246],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.005200955,"threshold_uncertainty_score":0.9996634,"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."}}