{"id":"W3116861327","doi":"","title":"Associations of personality and substance use","year":2017,"lang":"en","type":"article","venue":"URSCA Proceedings","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Conscientiousness; Psychology; Agreeableness; Big Five personality traits; Personality; Extraversion and introversion; Big Five personality traits and culture; Clinical psychology; Personality Assessment Inventory; Openness to experience; Alternative five model of personality; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007266627,0.0001636762,0.0002096083,0.0007485025,0.0004107299,0.0005803497,0.000157963,0.0002246525,0.002277479],"category_scores_gemma":[0.004424409,0.0001136294,0.0003462539,0.0008192132,0.0002257697,0.0002490852,0.00052552,0.0005013549,0.0001918415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860468,"about_ca_system_score_gemma":0.0002292727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002358599,"about_ca_topic_score_gemma":0.004213557,"domain_scores_codex":[0.9992724,0.0002618779,0.00008911289,0.00009776939,0.0001863677,0.00009241087],"domain_scores_gemma":[0.9964623,0.001029976,0.001369859,0.0002554936,0.0003823146,0.00050013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002637624,0.00003373444,0.9964358,0.000009181009,0.00003572351,0.0000406355,0.000104133,0.00003111655,0.0001093303,0.00003361227,0.00004548139,0.003094895],"study_design_scores_gemma":[5.367153e-7,0.00002635647,0.999603,0.000002875748,0.000004834978,0.00006679945,0.00009216301,0.0000689525,0.00001754109,0.00002813892,0.00008750001,0.000001496216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974975,0.0002518805,0.0001811776,0.00009119315,0.0000139686,0.00001949766,0.000224252,0.000003976208,0.001716436],"genre_scores_gemma":[0.9990481,0.0001671059,0.0002254797,0.00002234999,0.000009731163,0.00001021212,0.0001287201,0.00000119805,0.0003871118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002358599,"threshold_uncertainty_score":0.007618964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271448168301156,"score_gpt":0.3729570784760886,"score_spread":0.2458122616459729,"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."}}