{"id":"W2121880402","doi":"10.1007/s11422-010-9297-z","title":"The secret identity of a biology textbook: straight and naturally sexed","year":2010,"lang":"en","type":"article","venue":"Cultural Studies of Science Education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Human sexuality; Identity (music); Sociology of Education; Science education; Heteronormativity; Queer theory; Sociology; Gender studies; Sexual identity; Perspective (graphical); Queer; Gender identity; Sexuality education; Sex education; Epistemology; Pedagogy; Aesthetics; Mathematics; Philosophy","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":[0.003850391,0.0002049975,0.0002160623,0.001183161,0.01171706,0.01020802,0.0007787755,0.00169689,0.004388879],"category_scores_gemma":[0.01434902,0.0002734363,0.0001382566,0.0006731716,0.02626665,0.007883615,0.00680897,0.006422724,0.0007102699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00294664,"about_ca_system_score_gemma":0.003648342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576674,"about_ca_topic_score_gemma":0.005795851,"domain_scores_codex":[0.9953415,0.002621381,0.0001146381,0.0002945847,0.001179779,0.0004480775],"domain_scores_gemma":[0.994728,0.001996213,0.000763735,0.0005166775,0.001002339,0.0009929048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004216389,0.00004601738,0.003676417,0.0000250493,0.000004371778,0.000281489,0.5301845,0.00002628907,0.0008899319,0.4492099,0.00496857,0.01064534],"study_design_scores_gemma":[0.00002001984,0.00007151201,0.008006721,0.0002772848,0.00002322355,0.0009586808,0.6388314,0.0003433198,0.002279259,0.09730799,0.2518343,0.0000462912],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5082687,0.001216008,0.00500255,0.04444602,0.00142648,0.00003451405,0.00003891344,0.00003582971,0.439531],"genre_scores_gemma":[0.9811485,0.0001549225,0.0003252426,0.001377213,0.00006493201,0.000006869232,0.000009465655,0.00003911427,0.01687367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9882829,"threshold_uncertainty_score":0.02137953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032836050494877,"score_gpt":0.4670799188472143,"score_spread":0.3637963137977266,"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."}}