{"id":"W3135034538","doi":"10.29173/iasl7494","title":"LGBTQ Curriculum Inclusion","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Curriculum; Diversity (politics); Variety (cybernetics); Pedagogy; Sociology; Medical education; Psychology; Computer science; Medicine; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003072588,0.0002604519,0.0003122425,0.0001397377,0.0005877285,0.0001755056,0.0004321156,0.0002728596,0.003140831],"category_scores_gemma":[0.0002394157,0.0002453959,0.000107265,0.0005075261,0.0001245631,0.0004336271,0.0008141168,0.0004560219,0.001668019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006826834,"about_ca_system_score_gemma":0.0002848299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075205,"about_ca_topic_score_gemma":0.0001129377,"domain_scores_codex":[0.9979067,0.000039076,0.0003879916,0.0006074114,0.0003862141,0.0006726388],"domain_scores_gemma":[0.9979241,0.0000343444,0.0001588649,0.0002082976,0.001374507,0.0002998477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006575182,0.0008474425,0.3254613,0.0009152759,0.00008487375,0.0001464197,0.2571937,1.093107e-7,0.0007380714,0.1010376,0.2844957,0.0290138],"study_design_scores_gemma":[0.003674135,0.000922957,0.3535744,0.0002806302,0.000313198,0.0009079234,0.1298893,0.0001614914,0.0008859664,0.07435854,0.4327241,0.00230735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385753,0.0007183316,0.00005085018,0.006775094,0.001077621,0.000171682,0.00003749455,0.0001936472,0.1524],"genre_scores_gemma":[0.9660058,0.0002285252,0.0001816093,0.001746743,0.0008283959,0.00004148007,0.00002223977,0.00002914388,0.03091606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1482284,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897995444053111,"score_gpt":0.3499052117807635,"score_spread":0.3209252573402324,"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."}}