{"id":"W4379528922","doi":"10.1109/mcse.2023.3277663","title":"Table of Contents","year":2022,"lang":"en","type":"article","venue":"Computing in Science & Engineering","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Computer science; Table (database); Theoretical computer science; Computer graphics (images); Data mining","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":[0.001175847,0.00005280138,0.0001765491,0.0003317743,0.0001455934,0.00002632981,0.0003813749,0.000006898731,0.0003727123],"category_scores_gemma":[0.0001125077,0.00007076112,0.00002605859,0.0007649929,0.00008552262,0.0001300689,0.0004008714,0.00007774405,0.00008728784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100544,"about_ca_system_score_gemma":0.00001368116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007307881,"about_ca_topic_score_gemma":4.225284e-7,"domain_scores_codex":[0.9991442,0.000001820708,0.0002970683,0.0002614828,0.00004532532,0.0002500972],"domain_scores_gemma":[0.9996855,0.00002332876,0.0001071336,0.0001428298,0.00001285327,0.00002835329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002284018,0.00005080589,0.09390107,0.00001154191,0.000007962259,0.00000284915,0.002178202,0.6709786,0.0009809651,0.2302839,0.001416709,0.0001850555],"study_design_scores_gemma":[0.0006789611,0.0000477477,0.06944632,0.00002593656,0.000001466965,0.000005570052,0.00169354,0.8344703,0.0006882634,0.0006558811,0.09191664,0.0003693278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540133,0.0004984182,0.002048359,0.00002396576,0.003000461,0.0000802168,0.00003437633,0.00002770814,0.04027317],"genre_scores_gemma":[0.9978021,0.000003171283,0.0007634209,0.00001748025,0.00001257698,0.000002868018,4.105068e-7,0.000004048361,0.001393904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2296281,"threshold_uncertainty_score":0.4080938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682902140135294,"score_gpt":0.2003934354467716,"score_spread":0.1635644140454187,"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."}}