{"id":"W2085425416","doi":"10.15288/jsad.2009.70.704","title":"A Longitudinal Examination of Alcohol Use and Subjective Well-Being in an Undergraduate Sample","year":2009,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol and Drugs","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Longitudinal study; Affect (linguistics); Respondent; Alcohol; Psychology; Well-being; Poison control; Structural equation modeling; Injury prevention; Life satisfaction; Human factors and ergonomics; Clinical psychology; Suicide prevention; Alcohol abuse; Longitudinal sample; Medicine; Social psychology; Developmental psychology; Psychiatry; Environmental health","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":[0.001514413,0.0001823932,0.0002398698,0.0008099041,0.0006520296,0.0005848026,0.0002474444,0.0003535151,0.001152676],"category_scores_gemma":[0.003254941,0.000259934,0.0004133439,0.0006506218,0.000260343,0.0005251697,0.0006598573,0.0007077054,0.0002705909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279824,"about_ca_system_score_gemma":0.0005887804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007369299,"about_ca_topic_score_gemma":0.01070101,"domain_scores_codex":[0.9995775,0.0001479723,0.00003827401,0.00005985827,0.00008857689,0.00008796514],"domain_scores_gemma":[0.9980374,0.000199423,0.0005625233,0.0001639946,0.0003308633,0.0007058402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002534362,0.00009135764,0.9985261,0.000002504509,0.00001588088,0.00001871782,0.0002240453,0.00001027175,0.0001337073,0.000007414051,0.00004307519,0.0009015769],"study_design_scores_gemma":[0.000001898971,0.0001267128,0.9994029,0.000002093335,0.000005548158,0.00003805874,0.000260124,0.00006096457,0.00002939183,0.00000620978,0.00006457997,0.000001670191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996754,0.00004021342,0.00004451254,0.00002733174,0.000002516003,0.00000656461,0.0001004618,0.000002020729,0.0001009616],"genre_scores_gemma":[0.9995791,0.00003244335,0.00006983745,0.00001557038,0.000002982732,0.00000879057,0.0001772057,6.992141e-7,0.0001133541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007369299,"threshold_uncertainty_score":0.01465285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05914604213648097,"score_gpt":0.3373661696594859,"score_spread":0.278220127523005,"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."}}