{"id":"W3088762867","doi":"10.1111/jora.12574","title":"Peer Information and Substance Use Decision Making in Street‐Involved Youth","year":2020,"lang":"en","type":"article","venue":"Journal of Research on Adolescence","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Salience (neuroscience); Psychology; Substance use; Context (archaeology); Information sharing; Peer influence; Peer group; Applied psychology; Social psychology; Clinical psychology; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.003109531,0.00007955063,0.000279308,0.0002819625,0.0002806981,0.00006502624,0.0002275229,0.0001187132,0.00002621529],"category_scores_gemma":[0.003385264,0.00006246342,0.0000337801,0.0005664942,0.00007720444,0.0009677149,0.00007376172,0.001650041,0.00003078529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502907,"about_ca_system_score_gemma":0.000245958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069412,"about_ca_topic_score_gemma":0.002208496,"domain_scores_codex":[0.9970159,0.0005883283,0.0006123059,0.00009916716,0.001322459,0.0003618522],"domain_scores_gemma":[0.9973273,0.000822122,0.0002689455,0.0001007003,0.001267545,0.0002134057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006986996,0.00003207327,0.9359038,0.0001615797,0.000003546521,0.00003559215,0.04964128,0.00003341229,0.0000258296,0.0007347484,0.0002921075,0.01243733],"study_design_scores_gemma":[0.001145243,0.0002596291,0.6292835,0.004237292,0.00000291081,7.942016e-8,0.3632899,0.0003491715,0.00003654083,0.0004137413,0.0008855381,0.00009649131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973536,0.0001853523,0.0006919663,0.001274446,0.00008951894,0.0002271573,0.000008569985,0.000008383655,0.0001610082],"genre_scores_gemma":[0.9985633,0.0005476613,0.0004304201,0.0002790693,0.0001569507,0.000002188953,0.000001202494,0.000007561928,0.00001166392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3136486,"threshold_uncertainty_score":0.7168701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661044679641967,"score_gpt":0.5028225466028516,"score_spread":0.236718078638655,"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."}}