{"id":"W3203671873","doi":"10.1145/3474651","title":"PACMHCI V5, CHI PLAY, September 2021 Editorial","year":2021,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Process (computing); Library science; Public relations; Computer science; Medical education; Political science; Operations research; Medicine; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002113088,0.0001654366,0.0001797536,0.00008561883,0.000138347,0.000103727,0.0006681816,0.0001368136,0.001107417],"category_scores_gemma":[0.0001448292,0.0001345824,0.0001751946,0.0002056238,0.00004325137,0.0002277403,0.000259389,0.0003800569,0.0003197037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008183038,"about_ca_system_score_gemma":0.0000251514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002448346,"about_ca_topic_score_gemma":0.00000400645,"domain_scores_codex":[0.9986728,0.00002739739,0.000360566,0.0004145659,0.0003367103,0.0001879819],"domain_scores_gemma":[0.9984369,0.0001139911,0.0003711632,0.0005049821,0.0005269008,0.00004604724],"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":[0.00009957009,0.0006642782,0.001760499,0.00003559042,0.0001782522,6.18272e-7,0.003964962,0.00001420227,0.01990436,0.02188456,0.9442287,0.007264397],"study_design_scores_gemma":[0.001475713,0.000400949,0.1240536,0.0005212905,0.0001542024,0.0001004883,0.002717094,0.0001338854,0.04963969,0.01601422,0.8042508,0.0005380569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8429686,0.00005564593,0.000044584,0.004160757,0.09259473,0.0002679179,0.000008810076,0.00005324484,0.05984571],"genre_scores_gemma":[0.9340822,0.000007179055,0.001230304,0.0005512828,0.05214599,0.00006625278,0.00003205058,0.00003620782,0.01184852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1399779,"threshold_uncertainty_score":0.9998057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04843426633300661,"score_gpt":0.3689298659842335,"score_spread":0.3204955996512269,"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."}}