{"id":"W2883118600","doi":"10.1080/19359705.2018.1466559","title":"A new generation speaks out","year":2018,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Mental Health","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004439197,0.0006061866,0.0005682356,0.0009109149,0.008387367,0.006851347,0.000810996,0.005409231,0.0428675],"category_scores_gemma":[0.00958878,0.0003234097,0.0006542965,0.0008028161,0.004187013,0.00975195,0.005496506,0.009733304,0.01250767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163942,"about_ca_system_score_gemma":0.003147308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007211796,"about_ca_topic_score_gemma":0.01118945,"domain_scores_codex":[0.9977347,0.0007176457,0.00009541536,0.0002765755,0.0004853473,0.0006903691],"domain_scores_gemma":[0.9946759,0.001079369,0.000326859,0.0004392573,0.001134002,0.002344574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001527918,0.0001981202,0.01362296,0.000179881,0.00003372796,0.001760204,0.05668692,0.00003312763,0.00137939,0.06213434,0.7420079,0.1218107],"study_design_scores_gemma":[0.00003613405,0.00006689903,0.003468699,0.0001672362,0.00002244331,0.0007415531,0.0457547,0.00003540405,0.0001537367,0.009640275,0.9398768,0.00003607039],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03876572,0.007973967,0.001009312,0.8175454,0.04537038,0.00004863602,0.0002631927,0.0001531321,0.08887035],"genre_scores_gemma":[0.1672661,0.006780421,0.001217362,0.5781465,0.01432982,0.0001346231,0.0002677187,0.0002867623,0.2315707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0428675,"threshold_uncertainty_score":0.1434061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194771998581063,"score_gpt":0.4511324426786202,"score_spread":0.3316552428205139,"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."}}