{"id":"W4409936647","doi":"10.1007/978-3-031-85118-6_7","title":"Indigenizing LGBTQ Issues in Education: A Necessary Journey","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Sociology","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":[0.004389881,0.0005026751,0.0007272388,0.001104609,0.009479779,0.01439169,0.001319134,0.004348119,0.01656277],"category_scores_gemma":[0.004010533,0.0002870979,0.0002817613,0.001659171,0.02344661,0.01288319,0.008567285,0.01328692,0.002323424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007768206,"about_ca_system_score_gemma":0.01540252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351763,"about_ca_topic_score_gemma":0.03198166,"domain_scores_codex":[0.9977351,0.001300752,0.00004167369,0.00009983678,0.0003955004,0.0004272052],"domain_scores_gemma":[0.9968163,0.002171541,0.00007926088,0.0001153085,0.0003223798,0.0004951619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007774965,0.00008570273,0.0003705802,0.0001771465,0.000002774114,0.0001442774,0.05191628,0.00004227064,0.0001100514,0.7998605,0.07751997,0.06976275],"study_design_scores_gemma":[0.000004917395,0.00001654897,0.0005834502,0.001096497,0.000003347659,0.0002136285,0.1054633,0.00006492958,0.000125555,0.2794345,0.6129836,0.000009759822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0126833,0.09194427,0.004650656,0.4048003,0.006701118,0.00007550108,0.00006356295,0.0000615486,0.4790198],"genre_scores_gemma":[0.3445806,0.1052021,0.008871627,0.1129312,0.006020216,0.0003880715,0.0001663107,0.0002917741,0.4215481],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01656277,"threshold_uncertainty_score":0.05636251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040417934839721,"score_gpt":0.3430863044754139,"score_spread":0.3026683696356929,"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."}}