{"id":"W2145378181","doi":"10.1145/2628363.2645699","title":"CoPerformance","year":2014,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design; University of Toronto","funders":"","keywords":"Scripting language; Computer science; Set (abstract data type); Plug-in; Participatory design; World Wide Web; Human–computer interaction; Multimedia; Mobile device; Software engineering; Engineering; Operating system","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":[0.0001155461,0.00003758682,0.00003783139,0.00006661093,0.00005169028,0.00002905149,0.000371548,0.00002632559,0.00006493409],"category_scores_gemma":[0.0000213487,0.00003071497,0.000008457855,0.0001813359,0.00002244604,0.0004098062,0.00008633257,0.00007851303,0.001067265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000135763,"about_ca_system_score_gemma":0.000004857593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002382289,"about_ca_topic_score_gemma":0.000002146615,"domain_scores_codex":[0.9996617,0.000009993096,0.00006752316,0.0001135826,0.00005615521,0.00009097373],"domain_scores_gemma":[0.9996267,0.00001622559,0.00002437443,0.0002679059,0.00005658254,0.000008238542],"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":[3.338078e-7,0.00000600662,0.0002585637,7.619282e-7,0.000001441797,2.434387e-7,0.00002951184,0.0000025272,0.001857243,0.9621014,0.004034651,0.03170734],"study_design_scores_gemma":[0.0003252465,0.0002223145,0.009037375,0.00001115006,0.000001048665,0.00004616744,0.00001501084,0.3065726,0.2458046,0.03209713,0.4056032,0.000264203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03753301,0.000001302523,0.8076841,0.001040554,0.0002760383,0.00002253657,1.70262e-8,0.0002977633,0.1531447],"genre_scores_gemma":[0.9613978,3.883134e-7,0.0352501,0.001155269,0.0000253489,0.000004089165,1.81896e-7,0.000001652715,0.002165179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9300042,"threshold_uncertainty_score":0.9997105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006696993316253304,"score_gpt":0.22541774826109,"score_spread":0.2187207549448367,"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."}}