{"id":"W4316468350","doi":"10.1111/dar.13600","title":"Home alone: Patterns and perceptions of solitary home alcohol consumption in an Australian convenience sample","year":2023,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Harm; Heavy drinking; Perception; Quarter (Canadian coin); Psychology; Harm reduction; Environmental health; Medicine; Suicide prevention; Poison control; Social psychology; Public health; Geography; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002565296,0.0001558921,0.0005181452,0.0001311032,0.00004656809,0.000008293722,0.00004863553,0.00004169354,0.0002679302],"category_scores_gemma":[0.00002217811,0.000124441,0.00006792392,0.0002349064,0.0001085,0.0001642347,0.00002004943,0.0001006053,0.00003739047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001830812,"about_ca_system_score_gemma":0.00001718819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497931,"about_ca_topic_score_gemma":0.0003066178,"domain_scores_codex":[0.9989775,0.00006176088,0.0003199965,0.00027121,0.0001474994,0.0002220311],"domain_scores_gemma":[0.9994223,0.0001124385,0.00006592723,0.0002316715,0.00002959101,0.0001381176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001265895,0.00004096494,0.9870266,0.001321094,0.00002100737,0.00002823555,0.0007472775,2.013364e-7,0.0001306125,0.00003831631,0.000232916,0.01040007],"study_design_scores_gemma":[0.001453734,0.00005819278,0.9939761,0.003131899,0.0001651557,0.00003143101,0.0006626445,0.00002362974,0.00003162271,0.0001055979,0.0002262969,0.0001337332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812152,0.01716032,0.000002155271,0.0009694229,0.00004742431,0.0005028902,0.00004452189,0.00004714662,0.0000108767],"genre_scores_gemma":[0.808894,0.1902583,0.0001018121,0.0003191691,0.00002141503,0.00002797238,0.0002118587,0.00000939355,0.0001560784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.173098,"threshold_uncertainty_score":0.5074558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869573815092254,"score_gpt":0.3607470762485553,"score_spread":0.2920513380976327,"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."}}