{"id":"W2586482523","doi":"10.7895/ijadr.v6i1.239","title":"The DRINC (Drinking Reasons Inter-National Collaboration) project: Rationale and protocol for a cross-national study of drinking motives in undergraduates","year":2017,"lang":"en","type":"article","venue":"The International Journal of Alcohol and Drug Research","topic":"Mental Health Research Topics","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Dalhousie University","funders":"National Institute on Alcohol Abuse and Alcoholism; Social Sciences and Humanities Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Dalhousie University; King's College London; Concordia University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Galway; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Institute for Health and Care Research; Magyar Tudományos Akadémia; National University of Ireland; National Science Foundation","keywords":"Generalizability theory; Protocol (science); Psychology; Personality; Social psychology; Medicine; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.07522091,0.003657971,0.005033039,0.004677207,0.006179136,0.003404058,0.003924733,0.00535434,0.08314702],"category_scores_gemma":[0.07583704,0.004154873,0.002965564,0.00305781,0.003242745,0.004355013,0.00651361,0.01005814,0.02609764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005255133,"about_ca_system_score_gemma":0.0182442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003248901,"about_ca_topic_score_gemma":0.005975964,"domain_scores_codex":[0.9592484,0.02753069,0.005311849,0.002228375,0.003680684,0.001999903],"domain_scores_gemma":[0.9536917,0.01125261,0.005445604,0.009600026,0.01544552,0.004564601],"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":[0.1164971,0.04276851,0.01031292,0.03361272,0.0008029399,0.002146757,0.01566617,0.007669161,0.009186958,0.0337241,0.4582148,0.269398],"study_design_scores_gemma":[0.1319405,0.02612259,0.03962911,0.02096022,0.0004350672,0.0008649226,0.00791666,0.007962895,0.005748057,0.0314687,0.7259127,0.001038654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001427619,0.00008261979,0.004537604,0.0003648933,0.0002465322,0.9900676,0.002107192,0.0001561664,0.001009744],"genre_scores_gemma":[0.0003044056,0.00002680032,0.002108052,0.0000742328,0.00002145607,0.9971034,0.000173066,0.000007693353,0.0001809484],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08314702,"threshold_uncertainty_score":0.3978109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3027957476743157,"score_gpt":0.594194931682586,"score_spread":0.2913991840082703,"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."}}