{"id":"W6969425694","doi":"10.5683/sp2/z7yeyi","title":"Leisure, lifestyle, and lifecycle project (LLLP): A longitudinal study of gambling in Alberta [Canada]","year":2019,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Coping (psychology); Longitudinal data; Data collection; Sample (material); Substance use; Intervention (counseling)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241375,0.000394757,0.0003692417,0.001130889,0.006322535,0.001428708,0.001543046,0.0007044983,0.002840552],"category_scores_gemma":[0.001425205,0.0005427974,0.0004079951,0.003300237,0.0006905385,0.0006329498,0.001418817,0.001625368,0.0006215563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02399549,"about_ca_system_score_gemma":0.03849112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960841,"about_ca_topic_score_gemma":0.9980952,"domain_scores_codex":[0.9993559,0.00008630987,0.00002295547,0.00007786724,0.000253011,0.0002039681],"domain_scores_gemma":[0.9988167,0.00003562008,0.00009843944,0.00004952362,0.0004636225,0.0005360148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003557668,0.0009091808,0.9308468,0.0001158062,0.00008365751,0.0005738632,0.01062452,0.0002787015,0.0006633673,0.0007853656,0.02158553,0.03317745],"study_design_scores_gemma":[0.00003475167,0.00006445432,0.9913549,0.0000594131,0.00001960133,0.00004283701,0.004431072,0.0001896871,0.00003244718,0.00005569817,0.003697624,0.00001756027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9745631,0.0007207008,0.0004545386,0.001499359,0.00005274241,0.0008737071,0.01322946,0.00003233547,0.008574106],"genre_scores_gemma":[0.963622,0.001318336,0.002232879,0.00146248,0.00002796752,0.000731111,0.01411705,0.00002992475,0.01645825],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02399549,"threshold_uncertainty_score":0.1741003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05912031924845592,"score_gpt":0.3272866031300802,"score_spread":0.2681662838816243,"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."}}