{"id":"W4416060994","doi":"10.1080/17511321.2025.2584315","title":"In search of the desperate athlete: serious organised team sport athletes as neo-indentured labour","year":2025,"lang":"en","type":"article","venue":"Sport Ethics and Philosophy","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Athletes; Team sport; Football; Work (physics); Gender relations","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002578217,0.0001760177,0.0003230655,0.000082254,0.0008017319,0.00006319017,0.000406683,0.0004388194,0.0001423732],"category_scores_gemma":[0.0001465238,0.0001447471,0.0001361045,0.0008652356,0.0007485681,0.0001136914,0.0001282406,0.001126822,0.000004454369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000087536,"about_ca_system_score_gemma":0.001487447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006783015,"about_ca_topic_score_gemma":0.001437038,"domain_scores_codex":[0.9981047,0.000104554,0.0003701996,0.0003638271,0.0006872087,0.0003695456],"domain_scores_gemma":[0.9990524,0.0001157867,0.000118507,0.0003409956,0.000260029,0.0001122594],"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":[0.00002750035,0.0000762642,0.3412865,0.00006430312,0.00002684048,0.00001889465,0.07829084,0.000005583999,0.0002137813,0.5796391,0.0001979871,0.0001524329],"study_design_scores_gemma":[0.001429639,0.00007465179,0.3785446,0.0003211333,0.00006978421,0.000005459493,0.05575604,0.00001551109,0.001481867,0.4083394,0.1533792,0.0005827521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291376,0.0007162411,0.000001456601,0.0159929,0.000637604,0.0004329796,0.00001264117,0.00003122611,0.05303738],"genre_scores_gemma":[0.9871467,0.001341869,0.00003681945,0.005075797,0.0002650969,0.000008738685,0.000006109336,0.00001586612,0.00610305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1712997,"threshold_uncertainty_score":0.9998309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311228118093658,"score_gpt":0.3283111568803336,"score_spread":0.2971883450709678,"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."}}