{"id":"W4386323821","doi":"10.1109/isie51358.2023.10227981","title":"ISIE 2023 Special Sessions and their Organisers","year":2023,"lang":"en","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","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":[0.0275055,0.00268681,0.001832578,0.003953048,0.003674282,0.01214628,0.0027801,0.009268193,0.2136761],"category_scores_gemma":[0.02157674,0.001197421,0.001894766,0.002579706,0.001502223,0.004701863,0.00940133,0.009675104,0.1813376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003366617,"about_ca_system_score_gemma":0.01983003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458527,"about_ca_topic_score_gemma":0.005257168,"domain_scores_codex":[0.9895843,0.001605984,0.0007349144,0.0006928557,0.004803739,0.002578175],"domain_scores_gemma":[0.9449235,0.002729464,0.002121689,0.002178883,0.02033998,0.02770661],"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":[0.000187155,0.00007795461,0.0001715593,0.0002066799,0.000008434191,0.00008099739,0.00009189627,0.0001078358,0.0007771497,0.001892721,0.9710016,0.025396],"study_design_scores_gemma":[0.00002809257,0.00004243422,0.0004644727,0.0000950113,0.000004403992,0.00003303646,0.0001763884,0.0001226644,0.0002452296,0.001410217,0.9973666,0.00001139659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00452301,0.0126001,0.01158407,0.1690433,0.5802073,0.00362716,0.008245841,0.00285368,0.2073156],"genre_scores_gemma":[0.01475006,0.006057886,0.008456245,0.01850887,0.1020306,0.003020415,0.008939939,0.002045026,0.8361909],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2136761,"threshold_uncertainty_score":0.7148176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107308195674397,"score_gpt":0.404104323694819,"score_spread":0.2933735041273793,"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."}}