{"id":"W4409834984","doi":"10.29173/mruhr782","title":"Products of Heteronormativity","year":2025,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Humanities Review (MRUHR)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heteronormativity; Sociology; Gender studies; Queer","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"],"consensus_categories":[],"category_scores_codex":[0.0006432589,0.0003694996,0.000842133,0.0002552693,0.0003210536,0.00006647668,0.0005157683,0.0001162594,0.0008963707],"category_scores_gemma":[0.0001438634,0.0003441149,0.0002295779,0.0003832653,0.0003334521,0.0001613606,0.0001627272,0.000375825,0.0007196423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637777,"about_ca_system_score_gemma":0.0002000169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00651075,"about_ca_topic_score_gemma":0.0008933789,"domain_scores_codex":[0.9970011,0.0005771896,0.001023716,0.0004863678,0.0003157641,0.0005959111],"domain_scores_gemma":[0.9980817,0.0001408074,0.0004226081,0.0009938007,0.0002848452,0.00007624539],"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":[0.00003740611,0.0004928055,0.002779068,0.0508798,0.0002785862,0.00001384115,0.0006367227,0.000004822901,0.00001760513,0.4435953,0.4898007,0.01146336],"study_design_scores_gemma":[0.0008665322,0.0002445587,0.02152907,0.002033321,0.000523234,0.00001486225,0.0001370777,0.00001263979,0.00004055639,0.01519212,0.9588429,0.0005631301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04121295,0.21413,0.0002304231,0.01960405,0.003579405,0.002158273,0.000110073,0.0002796195,0.7186952],"genre_scores_gemma":[0.5664173,0.06101075,0.0001680823,0.01038533,0.000687349,0.0003751867,0.0001378013,0.00008652604,0.3607316],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5252044,"threshold_uncertainty_score":0.9999011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03873507824509872,"score_gpt":0.3468856537768092,"score_spread":0.3081505755317105,"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."}}