{"id":"W4316340197","doi":"10.1111/dar.13594","title":"Examining the Drinking Motives <scp>Questionnaire‐Revised</scp> Short Form among university students in Australia, New Zealand and Argentina","year":2023,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Canberra","keywords":"Psychology; Alcohol; Clinical psychology; Confidentiality; Human factors and ergonomics; Poison control; Medicine; Environmental health; Chemistry; Political science","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":[0.0004902272,0.0001676462,0.0003900329,0.00008968373,0.0001054229,0.00002995392,0.0000955288,0.00003481308,0.00000917692],"category_scores_gemma":[0.00007425841,0.000112567,0.00006132341,0.0004031979,0.00006594485,0.0001562283,0.00007585744,0.0001390248,0.00001885335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000036159,"about_ca_system_score_gemma":0.00001866883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005343124,"about_ca_topic_score_gemma":0.000186632,"domain_scores_codex":[0.99903,0.00006275056,0.0002010635,0.000259006,0.0002037136,0.0002434788],"domain_scores_gemma":[0.9994813,0.0001443593,0.00005938462,0.0001705867,0.00002013131,0.0001242097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000255435,0.00001784398,0.9855506,0.0002555133,0.0000556049,0.00009661346,0.001681013,2.197584e-7,0.000004372645,0.00002352643,0.002651431,0.009660698],"study_design_scores_gemma":[0.0008987997,0.00002223194,0.9846324,0.006688362,0.0002691595,0.00001182536,0.0009504874,0.000006133508,0.00001239653,0.00004049663,0.006413164,0.00005457418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747626,0.02406761,0.000001113561,0.0003380938,0.00004800698,0.0005990514,6.486284e-7,0.00005425137,0.0001285937],"genre_scores_gemma":[0.8460477,0.1367457,0.00001820484,0.0001226542,0.00004153663,0.000005622438,0.00001888533,0.00001054219,0.01698912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1287149,"threshold_uncertainty_score":0.4590347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06243809516549392,"score_gpt":0.3244678004880617,"score_spread":0.2620297053225678,"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."}}