{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001720971,0.0000983165,0.0001394548,0.00001386267,0.0006322473,0.00008149721,0.0001311415,0.0001142967,0.0001111654],"category_scores_gemma":[0.0000390508,0.00008326452,0.00005134263,0.0002617616,0.00008287478,0.00004239156,0.00004549464,0.0001042797,0.000001411913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437348,"about_ca_system_score_gemma":0.0003760255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3206097,"about_ca_topic_score_gemma":0.8619859,"domain_scores_codex":[0.999135,0.00001912307,0.0001024023,0.0002362923,0.0002160398,0.0002911968],"domain_scores_gemma":[0.999602,0.0000110554,0.00002882105,0.0001175073,0.00006650551,0.0001740804],"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":[0.000009279215,0.00008153782,0.08466133,0.00004614318,0.00005219843,0.00003011566,0.1523056,0.000004314703,0.000003453751,0.008143088,0.7060772,0.04858572],"study_design_scores_gemma":[0.00007755082,0.0000118213,0.06747541,0.0000207314,0.00001179543,4.60711e-7,0.04646352,0.000001696082,0.00000499617,0.0002724809,0.8855601,0.00009943327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051512,0.002950589,0.00004942494,0.02913894,0.002423015,0.001259016,0.00003409859,0.0002891643,0.1587046],"genre_scores_gemma":[0.8763543,0.0004737838,0.0003590805,0.002669692,0.0002889217,0.00002521278,0.000009906919,0.000005146627,0.1198139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5413762,"threshold_uncertainty_score":0.6839144,"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."}}