{"id":"W4252485703","doi":"10.1007/978-94-007-0753-5_101512","title":"Gay Persons","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Geography","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":[0.0007885111,0.0006170012,0.0003316167,0.0007215456,0.006488687,0.004684839,0.0006481468,0.00174635,0.1263083],"category_scores_gemma":[0.00103726,0.0002984847,0.0002702619,0.0005785616,0.001640777,0.002993223,0.004259183,0.003104393,0.05335547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307775,"about_ca_system_score_gemma":0.002661433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008588847,"about_ca_topic_score_gemma":0.02282858,"domain_scores_codex":[0.9993634,0.0001816775,0.00001648254,0.00009658699,0.0001408992,0.0002010588],"domain_scores_gemma":[0.9997661,0.00002636268,0.0000137344,0.0000279266,0.00005998924,0.0001060661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001719475,0.0001368714,0.0008649526,0.00008759971,0.00000331956,0.0001929383,0.01228096,0.00003606005,0.0002632337,0.4579656,0.3595725,0.1685788],"study_design_scores_gemma":[0.000002534835,0.00001079765,0.0004174077,0.00009720495,0.000001414681,0.00009381895,0.002942324,0.0000158649,0.00007157791,0.006815028,0.9895281,0.000003842594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002339082,0.001682809,0.0005541564,0.00364711,0.001084844,0.00005936728,0.00008455796,0.00005043286,0.9904976],"genre_scores_gemma":[0.01111112,0.001097428,0.0003329353,0.003176014,0.0001214583,0.0000416132,0.00005594651,0.00002298465,0.9840406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1263083,"threshold_uncertainty_score":0.4225433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0724746122378506,"score_gpt":0.3764480816538666,"score_spread":0.303973469416016,"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."}}