{"id":"W4241233386","doi":"10.1002/cjce.22992","title":"Table of Contents","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Evaluation and Optimization Models","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Citation; Information retrieval; Computer science; Table of contents; World Wide Web; Library science; Database","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":[0.0001420097,0.00005276872,0.00009902506,0.00007250936,0.00001723909,0.00001331269,0.000147162,0.00003497018,0.0001354288],"category_scores_gemma":[0.0001009968,0.00004194556,0.00003244308,0.0001293776,0.00003971832,0.00006282518,0.000003141328,0.000109645,0.000004510982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004928822,"about_ca_system_score_gemma":0.00007644371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007127986,"about_ca_topic_score_gemma":0.00005447726,"domain_scores_codex":[0.9995443,0.000003628638,0.0002072498,0.0000238096,0.0001013204,0.0001197027],"domain_scores_gemma":[0.9995284,0.00002293274,0.0000347278,0.00007310589,0.0001838377,0.0001569769],"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":[0.000003202201,0.000002115299,0.00007970927,0.00002208738,0.00005522843,0.000002496597,0.000403773,0.8924169,0.1028551,0.001108214,0.00270704,0.0003440682],"study_design_scores_gemma":[0.0002823288,0.00001770087,0.00006198457,0.00006501353,0.00001902695,0.00003155886,0.000008930603,0.7015808,0.2944751,0.0001201303,0.003248176,0.00008923429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127921,0.001061611,0.07879507,0.0005864198,0.001349743,0.0001300211,0.00001432898,0.00005258964,0.005218114],"genre_scores_gemma":[0.9984827,0.000002002213,0.00130533,0.00003653653,0.0001348097,4.11662e-7,5.528717e-7,0.00001227786,0.00002534874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.19162,"threshold_uncertainty_score":0.171049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189429293957493,"score_gpt":0.2067375724463339,"score_spread":0.1877946430505846,"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."}}