{"id":"W4283740874","doi":"10.3102/0013189x211065740","title":"Methodology as Pedagogy: Trans Lives, Social Science, and the Possibilities of Education Research","year":2022,"lang":"en","type":"article","venue":"Educational Researcher","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Spencer Foundation","keywords":"Transgender; Harm; Prejudice (legal term); Context (archaeology); Sociology; Educational research; Face (sociological concept); Pedagogy; Social science; Psychology; Social psychology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.08140056,0.001036099,0.001185827,0.006980144,0.01188955,0.02317069,0.002364783,0.005562861,0.004008557],"category_scores_gemma":[0.0555414,0.0004904718,0.0005841141,0.004745835,0.1075049,0.021855,0.01437465,0.009769307,0.0007968886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01100215,"about_ca_system_score_gemma":0.02024269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003283757,"about_ca_topic_score_gemma":0.004194883,"domain_scores_codex":[0.8744406,0.1177333,0.001507888,0.001793908,0.003509451,0.001014886],"domain_scores_gemma":[0.8897997,0.09458327,0.002923523,0.006218666,0.003344997,0.003129826],"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":[0.00001242315,0.0000555029,0.0007230105,0.0004093939,0.000009642926,0.0001370355,0.08984605,0.00009453425,0.000155236,0.875519,0.004024002,0.02901419],"study_design_scores_gemma":[0.00001591403,0.00007302684,0.0004887322,0.002705485,0.00001100391,0.0003367584,0.105326,0.0003428496,0.0003872574,0.7019282,0.1883608,0.00002385149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0289557,0.1255867,0.1829755,0.4329,0.009497012,0.0006746806,0.0001038004,0.0003100636,0.2189966],"genre_scores_gemma":[0.7587673,0.06075303,0.1101979,0.03990883,0.004393808,0.002351736,0.00009325878,0.0003289458,0.02320518],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9881105,"threshold_uncertainty_score":0.4304925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4039519173199513,"score_gpt":0.634670703566591,"score_spread":0.2307187862466397,"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."}}