{"id":"W4413485821","doi":"10.64628/aam.kvh3gc44u","title":"It’s important to protect trans athletes on campuses, and this benefits all students","year":2025,"lang":"en","type":"article","venue":"","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Athletes; Psychology; Medical education; Internet privacy; Medicine; Computer science; Physical therapy","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":[0.004235413,0.0009194766,0.001087335,0.0009830226,0.02164755,0.01036097,0.001604177,0.006427439,0.03933769],"category_scores_gemma":[0.01456813,0.0005893335,0.0008816683,0.0007290179,0.005611135,0.005527089,0.01301761,0.01025851,0.02043949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258946,"about_ca_system_score_gemma":0.01306465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075262,"about_ca_topic_score_gemma":0.03605199,"domain_scores_codex":[0.9937553,0.001690776,0.0001867055,0.0003999536,0.001402809,0.002564398],"domain_scores_gemma":[0.9444317,0.001108103,0.002243587,0.001547413,0.007538758,0.04313047],"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":[0.000266744,0.002860547,0.09717777,0.0006069458,0.0002810027,0.0009836757,0.04367331,0.0002067346,0.006265402,0.01446156,0.5791653,0.2540509],"study_design_scores_gemma":[0.00006520725,0.000737187,0.07663514,0.001109761,0.00009415534,0.001435858,0.1780908,0.0001280276,0.001228803,0.01291342,0.7273771,0.0001845602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.180902,0.004959065,0.004254503,0.5528013,0.03923927,0.000344642,0.000546584,0.0006443764,0.2163083],"genre_scores_gemma":[0.52422,0.004925636,0.005897992,0.2184486,0.008340208,0.0004656099,0.0005890499,0.0005609382,0.2365519],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03933769,"threshold_uncertainty_score":0.1315977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272020381289023,"score_gpt":0.3334379521724065,"score_spread":0.3007177483595163,"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."}}