{"id":"W4378214285","doi":"10.32920/23159906.v1","title":"Understanding the Experiences, Challenges, and Professional Identities of Esports Coaches","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Queen's University","funders":"","keywords":"Identity (music); Professional development; Instinct; Sociology; Psychology; Pedagogy; Art; Aesthetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006905349,0.0004491277,0.0005075901,0.001798043,0.01573923,0.01006567,0.001458138,0.002787485,0.002013274],"category_scores_gemma":[0.00929094,0.0006385886,0.0002852402,0.001137008,0.01510549,0.006264667,0.01036221,0.004804362,0.0003812187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002905015,"about_ca_system_score_gemma":0.005265051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622328,"about_ca_topic_score_gemma":0.02792106,"domain_scores_codex":[0.992577,0.004323236,0.0002439471,0.0006355497,0.0008244029,0.001395802],"domain_scores_gemma":[0.9936144,0.002911414,0.0005445141,0.0002629567,0.0007821062,0.001884627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001554651,0.00004427073,0.005989924,0.00002811248,0.000002882602,0.0004366072,0.9880432,0.00002419231,0.0003540168,0.001404508,0.0002839812,0.003372861],"study_design_scores_gemma":[7.488792e-7,0.000010448,0.001119476,0.00003046079,9.914161e-7,0.0001260697,0.9968203,0.00002666453,0.00005206704,0.0002015138,0.001606498,0.000004754959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918406,0.0003008094,0.0007101426,0.001283558,0.00004112952,0.00001303739,0.000006307862,0.000005869478,0.005798575],"genre_scores_gemma":[0.9963642,0.0003145271,0.0002718329,0.0002877496,0.000008654475,0.00001947784,0.00001153965,0.000007227658,0.002714682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622328,"threshold_uncertainty_score":0.03651941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3257436513924745,"score_gpt":0.3626668373700944,"score_spread":0.0369231859776199,"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."}}