{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005913472,0.000473399,0.0006993253,0.0001632218,0.0003231025,0.00008589485,0.000635862,0.0006233911,0.03976217],"category_scores_gemma":[0.0001419242,0.0005119712,0.000109539,0.000179022,0.0001279796,0.0001782707,0.0006767671,0.001033116,0.006432876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002622098,"about_ca_system_score_gemma":0.0002817145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02698706,"about_ca_topic_score_gemma":0.001509001,"domain_scores_codex":[0.9965562,0.0005366076,0.0006356881,0.001142618,0.0005696585,0.0005591961],"domain_scores_gemma":[0.9975813,0.0003762183,0.0004179032,0.001224808,0.00006134745,0.0003384205],"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":[0.00007649282,0.0006590512,0.00346423,0.00006205913,0.0002975989,0.00006400177,0.001008181,1.501553e-7,0.00000668011,0.0002120539,0.9939844,0.0001651278],"study_design_scores_gemma":[0.001975709,0.0001023103,0.04286093,0.0001494486,0.0002000464,0.00003037812,0.003165938,9.998143e-7,0.000001316579,0.00003277487,0.9510854,0.0003947455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004633261,0.00009357937,0.00004058576,0.0001428803,0.002614712,0.0007692068,0.9915908,0.00005706267,0.00005789169],"genre_scores_gemma":[0.0001754902,0.001707905,0.0004528599,0.001555814,0.0006364053,0.00005905946,0.9950004,0.00004160377,0.0003705197],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04289898,"threshold_uncertainty_score":0.9997332,"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."}}