{"id":"W4398841835","doi":"10.7910/dvn/utboeq","title":"Personality, academic behaviour, and mental health variables from college student sample","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Personality; Sample (material); Psychology; Mental health; Applied psychology; Clinical psychology; Social psychology; Psychiatry; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001993332,0.000746773,0.0009344688,0.002295991,0.001112854,0.001249593,0.002013333,0.001261675,0.01064675],"category_scores_gemma":[0.008789655,0.0005132537,0.0006513828,0.004426846,0.0003341375,0.0005667987,0.001599736,0.00164994,0.0110112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896229,"about_ca_system_score_gemma":0.003175771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.149398,"about_ca_topic_score_gemma":0.1921859,"domain_scores_codex":[0.9988193,0.0001881079,0.0001696192,0.0002856406,0.0003498491,0.0001874422],"domain_scores_gemma":[0.9954736,0.0007613603,0.0005607867,0.0008094195,0.001753367,0.0006414299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003768311,0.0004632862,0.1591412,0.0005166719,0.0001457505,0.0001589403,0.0003108415,0.000611874,0.0002640065,0.0005555114,0.8239653,0.01348974],"study_design_scores_gemma":[0.0006227948,0.0001443244,0.6370952,0.0004989272,0.0001776062,0.000375689,0.001118949,0.001685358,0.0006764333,0.0008170573,0.3566715,0.0001162511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01967539,0.0001046185,0.0002201331,0.0001813783,0.00003302827,0.0001319247,0.9785917,0.00008860504,0.0009731685],"genre_scores_gemma":[0.01168607,0.00006983557,0.00056227,0.0001084764,0.00001313893,0.0006957368,0.9854483,0.00002771825,0.00138849],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.149398,"threshold_uncertainty_score":0.2970569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717084326221815,"score_gpt":0.3409559945708429,"score_spread":0.3037851513086247,"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."}}