{"id":"W2982458677","doi":"10.4309/jgi.2019.43.2","title":"A Behaviour Sequence Analysis of Young People and Gambling-Related Harm","year":2019,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Psychology; Intervention (counseling); Social psychology; Humanities; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007356985,0.00022589,0.0008850534,0.001166575,0.00005638869,0.00006119099,0.0002540816,0.0001793464,0.0009141829],"category_scores_gemma":[0.00005974537,0.000192127,0.0003767723,0.001155147,0.00006380694,0.0002213754,0.00004517613,0.0003458417,0.00004486994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000052077,"about_ca_system_score_gemma":0.00004211952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007639388,"about_ca_topic_score_gemma":0.00007473113,"domain_scores_codex":[0.9978827,0.0001182631,0.0009220362,0.0002869677,0.0004846881,0.0003054045],"domain_scores_gemma":[0.9980406,0.0001188511,0.0009038667,0.0003678333,0.0004202731,0.0001486374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001077609,0.0003539492,0.984652,0.00001514171,0.001704135,0.00006943612,0.007806631,0.0001322912,0.004324807,0.0001446346,0.00006257431,0.000626641],"study_design_scores_gemma":[0.001733583,0.000594715,0.9898156,0.0001145217,0.003943929,0.0002308727,0.002059685,0.0001970557,0.000953702,0.00007128833,0.00008529953,0.00019976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964653,0.001602716,0.00003594637,0.0001375434,0.0008872412,0.0001362675,0.0000192352,0.0000244392,0.0006912825],"genre_scores_gemma":[0.9970079,0.0001852394,0.0006809978,0.00001423531,0.00005022063,0.000002670473,0.00001155382,0.00002916304,0.002018039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005746946,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1743657960847197,"score_gpt":0.4417166851553825,"score_spread":0.2673508890706628,"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."}}