{"id":"W4327644580","doi":"10.1109/cse57773.2022.00005","title":"Message from the General Chairs: CSE 2022","year":2022,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science","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":[0.005564954,0.001475091,0.001075778,0.00117333,0.003453931,0.005862417,0.001428149,0.00972984,0.1242164],"category_scores_gemma":[0.01219952,0.0005751788,0.0009066111,0.001133038,0.0008173243,0.002664532,0.002532777,0.01045121,0.1434446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002594943,"about_ca_system_score_gemma":0.006573311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006169538,"about_ca_topic_score_gemma":0.01167867,"domain_scores_codex":[0.9970031,0.0004319267,0.0001649814,0.0004759516,0.001419966,0.0005041031],"domain_scores_gemma":[0.9827651,0.001082518,0.0003322095,0.0004579057,0.009736381,0.005625787],"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":[0.00002211653,0.000006502497,0.00004375584,0.00001048173,9.431029e-7,0.00001150602,0.000003381487,0.00001485038,0.00007183506,0.0001315942,0.9977841,0.001898976],"study_design_scores_gemma":[0.00002525774,0.00002916609,0.0004335302,0.00003579986,0.000003596581,0.00003147331,0.00007813333,0.000237654,0.0002735211,0.0002453238,0.9985862,0.00002046837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001321889,0.001764371,0.00279215,0.6203364,0.3339227,0.0004633617,0.002023223,0.001740834,0.03563508],"genre_scores_gemma":[0.01181326,0.001828111,0.002363437,0.3121009,0.08937743,0.000749197,0.003736562,0.001439511,0.5765916],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1242164,"threshold_uncertainty_score":0.4155452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132614323326332,"score_gpt":0.3736666217062996,"score_spread":0.2410522983799676,"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."}}