{"id":"W7004923604","doi":"","title":"Organized Transphobia and the University","year":2024,"lang":"en","type":"other","venue":"","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Commodification; Context (archaeology); Transphobia; Indignation; SPARK (programming language)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002800926,0.0002637684,0.000215134,0.0007188384,0.01340997,0.01058977,0.001080745,0.006068407,0.01054179],"category_scores_gemma":[0.003685782,0.0001648286,0.0002686705,0.0009316794,0.0200899,0.005433392,0.008528523,0.006104739,0.0007729874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006160405,"about_ca_system_score_gemma":0.00913818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02711766,"about_ca_topic_score_gemma":0.05560515,"domain_scores_codex":[0.9964916,0.00200571,0.00005345088,0.0002399087,0.0003294786,0.0008797529],"domain_scores_gemma":[0.997741,0.0008160446,0.0002053461,0.0001651257,0.0001665438,0.000906038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008891145,0.00002734323,0.0006445865,0.00004930782,0.000003011884,0.0001820102,0.03348676,0.00005567925,0.00006204264,0.9136595,0.04397978,0.007841086],"study_design_scores_gemma":[0.000008342557,0.00001897196,0.001457522,0.0002268723,0.000002817301,0.00009638027,0.05785629,0.0000508757,0.0001015027,0.04114075,0.8990273,0.0000123684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03323745,0.008478793,0.0008854654,0.4338747,0.00361408,0.00002392356,0.00003446685,0.00002723735,0.519824],"genre_scores_gemma":[0.7450478,0.006166468,0.0004033659,0.133457,0.002326933,0.00008988173,0.00003860401,0.00007345622,0.1123966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02711766,"threshold_uncertainty_score":0.05391967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002609155453693121,"score_gpt":0.1347760822115378,"score_spread":0.1321669267578447,"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."}}