{"id":"W4385365170","doi":"10.59962/9780774880725","title":"Making the Case","year":2021,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.005033937,0.0007713377,0.0005319374,0.0009076734,0.02196294,0.0128877,0.002351563,0.02272538,0.09623229],"category_scores_gemma":[0.01533556,0.0004956481,0.0008436249,0.0005814958,0.01202718,0.008735324,0.008948271,0.02551238,0.02418531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207991,"about_ca_system_score_gemma":0.030141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09518242,"about_ca_topic_score_gemma":0.1903053,"domain_scores_codex":[0.9934128,0.0009765927,0.0001402936,0.0007597327,0.002511286,0.002199227],"domain_scores_gemma":[0.9966475,0.001004721,0.0001142759,0.0002292519,0.0008023338,0.001201882],"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":[0.000006248626,0.00002800496,0.0001710035,0.00002125237,0.00000321123,0.001370509,0.001724663,0.00004773418,0.0001281018,0.2840071,0.6974648,0.01502739],"study_design_scores_gemma":[0.000006069015,0.000005398192,0.000108958,0.0001459873,0.000004568772,0.0005448714,0.002962045,0.00005781203,0.00007089327,0.03351584,0.9625656,0.00001179427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001341328,0.001434892,0.001668267,0.2242327,0.008826627,0.0001031291,0.00006871336,0.0001318989,0.7621924],"genre_scores_gemma":[0.04410923,0.00266535,0.001601271,0.266879,0.002453603,0.0001498978,0.0001344219,0.0001793173,0.6818279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09623229,"threshold_uncertainty_score":0.3219291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04851295062036533,"score_gpt":0.2805830203853842,"score_spread":0.2320700697650189,"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."}}