{"id":"W2224296344","doi":"10.14288/cl.v0i224.187309","title":"LGBTQ, Without the Q","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia Hospital","funders":"","keywords":"Queer; Sociology; Gender studies","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009221033,0.0004317969,0.0006443771,0.001866234,0.01200276,0.01201113,0.002078662,0.007691355,0.3063556],"category_scores_gemma":[0.03443251,0.000497831,0.0006752933,0.002348382,0.007466524,0.009786353,0.01167902,0.007620688,0.0823143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006427283,"about_ca_system_score_gemma":0.01860075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06132376,"about_ca_topic_score_gemma":0.08159406,"domain_scores_codex":[0.9921281,0.002705953,0.0003179381,0.0007283057,0.001973476,0.002146178],"domain_scores_gemma":[0.9844664,0.003545086,0.0006275653,0.002274997,0.004495607,0.00459033],"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":[0.00002595748,0.00006235785,0.001292494,0.00007803523,0.000003707705,0.00008808883,0.002526286,0.0000120494,0.000131394,0.1153515,0.8587071,0.02172115],"study_design_scores_gemma":[0.00001556755,0.00001745229,0.002668453,0.0001250064,0.000003755616,0.00008405028,0.003998674,0.0000224557,0.00007715719,0.01197651,0.9809921,0.0000187915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005664731,0.0008746769,0.001645749,0.1271236,0.007157645,0.0003032228,0.002925268,0.0006018507,0.8537033],"genre_scores_gemma":[0.04644825,0.0004907129,0.001657553,0.07009071,0.001421586,0.0006019202,0.001323519,0.0005662491,0.8773995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3063556,"threshold_uncertainty_score":0.9893996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1311146154089561,"score_gpt":0.4412422848405833,"score_spread":0.3101276694316272,"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."}}