{"id":"W2065045809","doi":"10.1145/1989622.1989629","title":"EASE","year":2011,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Computer science; Set (abstract data type); Architecture; Software engineering; Subject (documents); Course (navigation); Human–computer interaction; Programming language; World Wide Web; 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":[],"consensus_categories":[],"category_scores_codex":[0.00005931398,0.00002888624,0.00002719603,0.00002983879,0.00002721201,0.00001821579,0.0003372322,0.00001223934,0.00006026712],"category_scores_gemma":[0.000006521053,0.00002380242,0.00001381168,0.00009658949,0.00000671633,0.0001188423,0.00008008009,0.0000197576,0.00008789015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002687499,"about_ca_system_score_gemma":0.000008665458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001556714,"about_ca_topic_score_gemma":3.078857e-7,"domain_scores_codex":[0.9997406,0.00001010853,0.00004936934,0.00009161503,0.00004177921,0.00006654],"domain_scores_gemma":[0.999724,0.000005531848,0.00001259112,0.0002055689,0.0000210081,0.00003131081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.144303e-7,0.00004881023,0.0006603436,0.000001196346,0.000002914463,0.000007252913,0.0005339115,0.00003410623,0.00002492641,0.9569796,0.01346202,0.02824405],"study_design_scores_gemma":[0.0003237777,0.0001799364,0.007693786,0.00001116736,0.000002671199,0.00003212057,0.00001431586,0.780957,0.05608241,0.1371103,0.01707309,0.0005194885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001936347,0.000006715361,0.7614452,0.00004429904,0.00003554211,0.00001476814,1.680392e-8,0.0006398838,0.2376199],"genre_scores_gemma":[0.3437771,0.000001667878,0.6549688,0.0003290442,0.000005077699,0.000001200724,6.986606e-8,0.000001050239,0.0009159651],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8198693,"threshold_uncertainty_score":0.1129679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999902940528312,"score_gpt":0.2414186543645954,"score_spread":0.2014196249593123,"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."}}