{"id":"W1864841590","doi":"","title":"Refereeing Identity: The Cultural Work of Canadian Hockey Novels by Michael Buma (review)","year":2014,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identity (music); History; Work (physics); Sociology; Art; Engineering; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005666934,0.00008126577,0.0001958169,0.00001871965,0.0004780219,0.00001421229,0.0005074373,0.00008758071,0.0006143997],"category_scores_gemma":[0.00002284474,0.00007594973,0.0001467448,0.0001318847,0.000294333,0.0004258959,0.00001439215,0.00006984667,0.000007989316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854995,"about_ca_system_score_gemma":0.0001519884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9493635,"about_ca_topic_score_gemma":0.9642301,"domain_scores_codex":[0.999064,0.0001275928,0.0001234514,0.0001463038,0.0002972427,0.0002414667],"domain_scores_gemma":[0.9993002,0.00003986203,0.0001454078,0.0002073201,0.0001532874,0.000153932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001363661,0.00005146352,0.00386905,0.00009489076,0.0001112865,0.000003018026,0.6515049,5.207164e-7,0.0001318525,0.02021292,0.3027772,0.02122923],"study_design_scores_gemma":[0.0002318523,0.00007495927,0.01003716,0.0001337287,0.00006859266,3.054529e-7,0.4178216,0.000003245209,0.000005297985,0.00007969273,0.5713903,0.0001532437],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7061583,0.01768638,0.0004395035,0.006783681,0.0008166081,0.0007289322,0.00008546037,0.00007368685,0.2672274],"genre_scores_gemma":[0.9871167,0.003408972,0.0002019152,0.0003541095,0.00008271015,1.766618e-7,0.00001143895,0.000005306831,0.008818701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2809584,"threshold_uncertainty_score":0.6727245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825777073664075,"score_gpt":0.2406637816551864,"score_spread":0.2224060109185456,"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."}}