{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001301734,0.000094696,0.0003073664,0.0002235387,0.0001623866,0.00002030096,0.0001197868,0.00004104954,0.0006416191],"category_scores_gemma":[0.00007575264,0.00006573428,0.00008630079,0.0001897825,0.0001232456,0.0001364808,0.00002040029,0.0002771641,0.0001213743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900588,"about_ca_system_score_gemma":0.001656991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001698761,"about_ca_topic_score_gemma":0.000195424,"domain_scores_codex":[0.9980854,0.00006268117,0.000497039,0.0001339091,0.0008688899,0.0003520961],"domain_scores_gemma":[0.9983566,0.00001353945,0.0002601158,0.0001506175,0.00019356,0.001025546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006394125,0.0002778917,0.009688604,0.00009876303,0.00005249157,0.0001137376,0.01137739,3.370523e-7,0.04853761,0.0001112902,0.506453,0.4226495],"study_design_scores_gemma":[0.01546162,0.03113125,0.07877725,0.001928862,0.0000903519,0.004564699,0.008882643,0.0007751294,0.02803662,0.0001956597,0.829804,0.0003519246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126276,0.002418083,0.003944895,0.06607664,0.003929943,0.0005271297,0.000004849545,0.00001956221,0.01045128],"genre_scores_gemma":[0.9629343,0.000972155,0.007011482,0.009005551,0.009860129,5.500756e-7,0.00000827952,0.0000169833,0.01019062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4222976,"threshold_uncertainty_score":0.7025279,"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."}}