{"id":"W4224941645","doi":"10.1145/3520273.3520277","title":"ASE4Games 2021 Workshop Summary","year":2022,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Chicoutimi; Centre for Social Innovation","funders":"","keywords":"Software engineering; Computer science; Software; Engineering; Programming language","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":[0.006028734,0.002481415,0.0008272799,0.002767267,0.001692278,0.008437337,0.00239849,0.003017643,0.2308286],"category_scores_gemma":[0.005634952,0.0006316391,0.001452978,0.00172383,0.0003462718,0.002659996,0.004959828,0.003604684,0.1876751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227546,"about_ca_system_score_gemma":0.004648023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0065473,"about_ca_topic_score_gemma":0.01319221,"domain_scores_codex":[0.9971774,0.0004768583,0.0001412932,0.0003147787,0.001361238,0.0005284848],"domain_scores_gemma":[0.9929824,0.0004844657,0.0001666938,0.0002359985,0.003225934,0.002904577],"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":[0.0001349215,0.00008805299,0.00007136518,0.00019321,0.000006575356,0.00004410334,0.00003142334,0.0003154893,0.0003104959,0.0009898965,0.9701177,0.02769672],"study_design_scores_gemma":[0.0000285387,0.00006544976,0.0004595048,0.0001512406,0.000004978669,0.00002645772,0.00007160192,0.0001769005,0.0002989144,0.000641569,0.9980595,0.00001536829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006826114,0.02049997,0.01519924,0.0423141,0.1344215,0.002546851,0.03924043,0.0073684,0.7315834],"genre_scores_gemma":[0.01830412,0.008604673,0.005606511,0.006153307,0.0120927,0.001681677,0.05638134,0.002344265,0.8888316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2308286,"threshold_uncertainty_score":0.7721987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303241552648229,"score_gpt":0.2515513401084853,"score_spread":0.2285189245820031,"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."}}