{"id":"W4386339359","doi":"10.1515/9781772125894-001","title":"Preface","year":2021,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004035819,0.000750633,0.0003905056,0.001542305,0.002523192,0.003134757,0.0008234382,0.001179476,0.3092532],"category_scores_gemma":[0.0015023,0.0002605735,0.0002670621,0.001460871,0.0009396506,0.002773267,0.001218274,0.002799284,0.1499126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002948604,"about_ca_system_score_gemma":0.001659494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239796,"about_ca_topic_score_gemma":0.01996673,"domain_scores_codex":[0.9997584,0.00003250485,0.000009748777,0.00004122371,0.000132289,0.00002575714],"domain_scores_gemma":[0.9993613,0.0001369548,0.00002145367,0.00005327588,0.0003260927,0.000100898],"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":[0.000006744126,0.00001458237,0.00003954221,0.00004588001,4.841816e-7,0.00003369193,0.0002006442,0.00005147518,0.00007915999,0.02631221,0.9448209,0.02839478],"study_design_scores_gemma":[6.027761e-7,0.000002060842,0.00006794856,0.00003922743,2.357855e-7,0.0000238982,0.00006468966,0.00001325845,0.00001658963,0.001525339,0.9982451,0.000001069421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003589068,0.004600495,0.001223559,0.005028026,0.01364259,0.00009823796,0.0007966481,0.000185756,0.9740658],"genre_scores_gemma":[0.001352136,0.001748551,0.0003506146,0.000899124,0.001334332,0.00003377136,0.000404622,0.00009724161,0.9937796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6907468,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695832552025242,"score_gpt":0.2348108836068214,"score_spread":0.197852558086569,"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."}}