{"id":"W4213357461","doi":"10.31234/osf.io/xevct","title":"The daily association between affect and alcohol use: A meta-analysis of individual participant data","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Research Topics","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Carleton University; Trinity Western University","funders":"Centre National de la Recherche Scientifique; University of Washington; Social Sciences and Humanities Research Council of Canada; U.S. Department of Defense","keywords":"Affect (linguistics); Psychology; Association (psychology); Meta-analysis; Alcohol; Social psychology; Clinical psychology; Developmental psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01122117,0.0002125092,0.001280279,0.0002745613,0.0002468832,0.0001735026,0.001534724,0.0002467146,0.006635859],"category_scores_gemma":[0.0008545653,0.0001410006,0.0004046727,0.0004873468,0.00007920904,0.00007928704,0.005999208,0.00107927,0.00001576159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141942,"about_ca_system_score_gemma":0.0001392819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004270693,"about_ca_topic_score_gemma":0.001670807,"domain_scores_codex":[0.9933522,0.003192419,0.0007907093,0.0007847022,0.001341975,0.000537953],"domain_scores_gemma":[0.9911467,0.005365616,0.0007351929,0.002521798,0.00007400409,0.0001566423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.00004033656,0.0001206089,0.2422714,0.00009808515,0.7264966,0.000006246827,0.001778917,0.00002655281,0.000001109311,0.001461046,0.02418619,0.003512837],"study_design_scores_gemma":[0.0002157146,0.00007817301,0.6276306,0.00000151385,0.3563701,2.151459e-7,0.000518265,0.0002148912,0.000003846249,0.0002075615,0.0146182,0.0001408856],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082112,0.01816195,0.0002819514,0.01503576,0.00125811,0.006164375,0.04196495,0.0001520949,0.008769575],"genre_scores_gemma":[0.9764793,0.0002395939,0.0003854728,0.0003198245,0.0000996762,0.0006699789,0.00502679,0.00003057428,0.01674878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3853592,"threshold_uncertainty_score":0.9942722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7631800313208396,"score_gpt":0.5689825974127518,"score_spread":0.1941974339080877,"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."}}