{"id":"W3174280720","doi":"10.1145/3456565.3461440","title":"Towards a Framework to Support the Design of Esports Curricula in Higher Education","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Coaching; Variety (cybernetics); Engineering ethics; Knowledge management; Public relations; Computer science; Pedagogy; Engineering; Psychology; Political science","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":[0.02121614,0.001561306,0.000739022,0.006210579,0.003643947,0.01448389,0.004297282,0.004371259,0.00616228],"category_scores_gemma":[0.01441541,0.001175105,0.001504323,0.003430522,0.006246579,0.008317159,0.007548762,0.003978312,0.002163533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007880885,"about_ca_system_score_gemma":0.02157396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01426507,"about_ca_topic_score_gemma":0.02180482,"domain_scores_codex":[0.9874007,0.007856066,0.001147084,0.001129129,0.001649835,0.0008172176],"domain_scores_gemma":[0.9859564,0.005607787,0.001378602,0.0009355857,0.003781044,0.002340657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006111897,0.0007296098,0.004220878,0.001079313,0.00005400215,0.0004309235,0.01182814,0.02174938,0.002836547,0.82313,0.008946334,0.1249337],"study_design_scores_gemma":[0.0001935347,0.0003884071,0.003392451,0.004131961,0.0001239451,0.0002915058,0.02864207,0.0748675,0.003429834,0.5087108,0.3756572,0.00017079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01724997,0.0008695791,0.8958032,0.01297669,0.0002778571,0.002379607,0.0003514134,0.001152525,0.06893925],"genre_scores_gemma":[0.0690356,0.0004655377,0.9240351,0.0005125121,0.00003593537,0.00104153,0.0004325321,0.000112977,0.00432823],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02121614,"threshold_uncertainty_score":0.112203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06519078557334598,"score_gpt":0.3645562517734278,"score_spread":0.2993654662000819,"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."}}