{"id":"W4414153734","doi":"10.1177/15554120251375694","title":"Welcome to Saints Gaming: Canada's First Varsity Esports Program","year":2025,"lang":"en","type":"article","venue":"Games and Culture","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Agency (philosophy); Conceptual framework; Competition (biology); Participant observation; Research program","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":[0.0006538912,0.0002555782,0.00020543,0.0007006307,0.0152768,0.00268386,0.001440833,0.0009953134,0.01293533],"category_scores_gemma":[0.0008392952,0.0002854844,0.0002327736,0.0009776969,0.001647167,0.0005675293,0.002214527,0.001963473,0.0007570144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03268497,"about_ca_system_score_gemma":0.07954624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9705512,"about_ca_topic_score_gemma":0.9975625,"domain_scores_codex":[0.9989277,0.00007344138,0.00001015078,0.00007566001,0.0002435172,0.0006696036],"domain_scores_gemma":[0.9969802,0.00005270819,0.00004863946,0.00002035728,0.0004094774,0.002488661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000571911,0.001593153,0.2888265,0.0005640597,0.00007141001,0.002899778,0.1323351,0.0007269855,0.006855718,0.01806119,0.2731168,0.2743774],"study_design_scores_gemma":[0.00003212564,0.000335426,0.4421521,0.0002558405,0.00001828217,0.0002864272,0.1989053,0.0003012483,0.0007102456,0.0002814067,0.3566542,0.00006735844],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740562,0.0006991217,0.0005442333,0.01205608,0.0005442414,0.0003551197,0.001114572,0.0001349796,0.1104955],"genre_scores_gemma":[0.9108307,0.0006346775,0.001012439,0.001705681,0.00004683942,0.00008424898,0.00071487,0.0000472233,0.08492341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03268497,"threshold_uncertainty_score":0.2371472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100422146082293,"score_gpt":0.2737040687693713,"score_spread":0.263661854161142,"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."}}