{"id":"W2951462157","doi":"10.1145/3301019.3324872","title":"Critical Controllers","year":2019,"lang":"en","type":"article","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Work (physics); Circulation (fluid dynamics); Management science; Process management; Human–computer interaction; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004545665,0.001320458,0.0003428187,0.002503756,0.004975707,0.009969733,0.002044725,0.002769993,0.09506246],"category_scores_gemma":[0.01581842,0.0005209327,0.000515261,0.0009073975,0.005491897,0.008878062,0.006368475,0.002687169,0.01316498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004912972,"about_ca_system_score_gemma":0.005297139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469617,"about_ca_topic_score_gemma":0.004313121,"domain_scores_codex":[0.9951736,0.001283486,0.0002684087,0.001050625,0.00161327,0.0006105701],"domain_scores_gemma":[0.9917143,0.002421661,0.0006708088,0.001126094,0.002774765,0.001292302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002489419,0.00008234779,0.001575031,0.0005751342,0.00002334661,0.0007149777,0.01570833,0.0007406006,0.00270486,0.7730772,0.07538424,0.129165],"study_design_scores_gemma":[0.00003798605,0.00008644477,0.0005430347,0.0004575496,0.00002093804,0.000419393,0.006981433,0.0009143174,0.002098665,0.08087359,0.907523,0.00004376703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02156582,0.002699525,0.08359064,0.009910444,0.002350247,0.001367157,0.0003787222,0.001113027,0.8770244],"genre_scores_gemma":[0.5064799,0.003146911,0.04467109,0.004437919,0.0007025526,0.00120899,0.0006195158,0.0006926321,0.4380404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09506246,"threshold_uncertainty_score":0.3180156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310463829437472,"score_gpt":0.3152062456524359,"score_spread":0.3021016073580612,"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."}}