{"id":"W4242887918","doi":"10.1002/cjce.22675","title":"Table of Contents","year":2017,"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); Table of contents; Citation; Computer science; Information retrieval; World Wide Web; 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":[0.0001509286,0.00005308168,0.0001096041,0.00004989831,0.00004631174,0.00004325603,0.0002919378,0.0000354929,0.00005784977],"category_scores_gemma":[0.0002089517,0.00004243093,0.00003920242,0.00003119565,0.00003340254,0.0001112999,0.000005527667,0.0001319061,0.000001925341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004320715,"about_ca_system_score_gemma":0.00007108937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001500264,"about_ca_topic_score_gemma":0.00006289354,"domain_scores_codex":[0.9995729,0.000002587839,0.0001892219,0.00002329487,0.00009977742,0.0001122555],"domain_scores_gemma":[0.9994915,0.00001918873,0.00006907561,0.0001492822,0.0001123392,0.0001586758],"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":[0.000001448836,0.00000119311,0.0001605107,0.0000183335,0.00003596924,0.000003568421,0.0001206437,0.9631447,0.03466424,0.0007760775,0.000784562,0.0002887725],"study_design_scores_gemma":[0.000470341,0.000009133919,0.0004800742,0.0001100575,0.00002808983,0.00003427381,0.000007467191,0.8187433,0.1775336,0.0001861066,0.002275045,0.0001225237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536734,0.001264526,0.03518458,0.001280701,0.00148963,0.0001476541,0.0000199441,0.00003929987,0.006900279],"genre_scores_gemma":[0.9990576,0.000003988493,0.0008090676,0.00001685386,0.00006653866,4.80092e-7,4.569644e-7,0.00001156916,0.00003345117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444014,"threshold_uncertainty_score":0.1730283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575238191122636,"score_gpt":0.2202533494830843,"score_spread":0.1945009675718579,"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."}}