{"id":"W2096653751","doi":"10.3389/fpsyg.2010.00144","title":"Impulsivity, Impulsive and Reflective Processes and the Development of Alcohol Use and Misuse in Adolescents and Young Adults","year":2010,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"National Institutes of Health; National Institute on Drug Abuse; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Institute on Alcohol Abuse and Alcoholism; Deutsche Forschungsgemeinschaft","keywords":"Impulsivity; Psychology; Trait; Addiction; Personality; Developmental psychology; Big Five personality traits; Addictive behavior; Predictive power; Cognitive psychology; Clinical psychology; Social psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004054409,0.0001633907,0.0003411808,0.0002613579,0.00007970374,0.00001934272,0.0001059738,0.0002274889,0.000009637427],"category_scores_gemma":[0.000115512,0.0001313056,0.00001723736,0.0002063859,0.0006878702,0.0001361078,0.00008434665,0.0004670338,7.755368e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000142553,"about_ca_system_score_gemma":0.00003366592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004255908,"about_ca_topic_score_gemma":0.006858646,"domain_scores_codex":[0.9985313,0.0001833446,0.0004469009,0.0004550441,0.00006656047,0.0003168031],"domain_scores_gemma":[0.9994153,0.00005110908,0.0001589084,0.0001975402,0.00007264499,0.0001045262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00150835,0.000230241,0.8905398,0.00009822339,0.00001905881,0.000007801897,0.0105658,4.422727e-9,0.00008848951,0.00007483565,0.0006853963,0.09618199],"study_design_scores_gemma":[0.006527174,0.0001643249,0.9893233,0.000182823,0.0000156003,0.00007804579,0.001767473,0.000006424153,0.0000315225,0.001490857,0.0002829081,0.0001295878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947548,0.002742034,0.0001730025,0.0002868066,0.001158278,0.0006214692,0.00001392951,0.000008736528,0.0002409426],"genre_scores_gemma":[0.9956427,0.0003479389,0.003590578,0.0002311858,0.00002028251,0.0001086188,0.00000375128,0.00001427062,0.00004073497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09878346,"threshold_uncertainty_score":0.5354485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470688200875402,"score_gpt":0.3887551613665257,"score_spread":0.3540482793577716,"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."}}