{"id":"W4394910430","doi":"10.1109/mcse.2023.3281241","title":"Masthead","year":2023,"lang":"en","type":"paratext","venue":"Computing in Science & Engineering","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002828393,0.0005020448,0.0005748745,0.002564083,0.0001906743,0.000348042,0.002040744,0.0001996202,0.0001274052],"category_scores_gemma":[0.0009669163,0.0005685238,0.00009754212,0.007292983,0.0003033547,0.0002491289,0.0009364663,0.001077749,0.09429645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096923,"about_ca_system_score_gemma":0.0005252237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000605309,"about_ca_topic_score_gemma":0.000005034397,"domain_scores_codex":[0.9955864,0.00002546117,0.0005961057,0.001133325,0.001065927,0.001592768],"domain_scores_gemma":[0.9984246,0.0003111744,0.0001757169,0.0007476392,0.000125323,0.0002155218],"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":[0.000001087544,0.00001091241,0.00004851498,0.00006419259,0.000004085602,0.00003127411,0.0004928745,0.9602755,0.0133151,0.0002934622,0.02504661,0.000416361],"study_design_scores_gemma":[0.0002117052,0.00002622187,0.004889709,0.002938079,0.000007003463,0.00003212498,0.00006979788,0.8936102,0.00133279,0.000006802447,0.0957242,0.001151356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6302399,0.00345022,0.04932877,0.0001324102,0.08269194,0.002225037,0.0001987329,0.006363878,0.2253691],"genre_scores_gemma":[0.9708048,0.00002959447,0.008067431,0.00002996152,0.001560131,0.00002386365,0.00003815635,0.0006105917,0.01883545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3405649,"threshold_uncertainty_score":0.9996766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743376262599516,"score_gpt":0.2996342333186206,"score_spread":0.2722004706926254,"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."}}