{"id":"W4230745928","doi":"10.1002/cjce.23795","title":"Table of Contents","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Citation; Computer science; Table of contents; Information retrieval; Library science; World Wide Web; Arithmetic; Database; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005985616,0.0000674307,0.0001429317,0.00006775828,0.00002359976,0.00001067178,0.0002064619,0.00005901525,0.00005893781],"category_scores_gemma":[0.0004225881,0.00005401115,0.00005385877,0.0003523148,0.00003666989,0.00004918704,0.00001355125,0.0002239256,7.945566e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006233961,"about_ca_system_score_gemma":0.0001480181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007441288,"about_ca_topic_score_gemma":0.0004139887,"domain_scores_codex":[0.9994534,0.000002643252,0.0002393383,0.00004369848,0.00008740109,0.0001735211],"domain_scores_gemma":[0.9994398,0.00003915798,0.00006833022,0.000148123,0.0002106653,0.00009393327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001779038,0.000004958827,0.00004723414,0.00001526183,0.0000647286,0.00004334389,0.00003000097,0.5544884,0.3172632,0.1264647,0.0002958523,0.001280568],"study_design_scores_gemma":[0.0002692276,0.00001442318,0.0001022025,0.000104027,0.00002055594,0.0001931405,0.00003712382,0.00542369,0.9404901,0.001533315,0.05168538,0.0001267582],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676188,0.003219658,0.01954628,0.002715896,0.00109364,0.00004663399,0.00001556622,0.00008313134,0.005660437],"genre_scores_gemma":[0.9978114,0.000004521642,0.001969431,0.00003668455,0.00005969209,9.219108e-7,0.000001665082,0.00001336699,0.0001023207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6232269,"threshold_uncertainty_score":0.2202511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009591127879517,"score_gpt":0.1863311045438917,"score_spread":0.1762351932650965,"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."}}