{"id":"W4235070241","doi":"10.1002/cjce.22300","title":"Issue Information ‐ Toc","year":2016,"lang":"en","type":"paratext","venue":"The Canadian Journal of Chemical Engineering","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001110453,0.0001779689,0.0002143463,0.0002474843,0.00003133188,0.0001181586,0.0003357129,0.0002247432,0.001406909],"category_scores_gemma":[0.0001256305,0.0001194781,0.00008407069,0.0001336376,0.00002483021,0.0003951408,0.000005457861,0.0005056391,0.0009787545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003713624,"about_ca_system_score_gemma":0.0003294299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007387211,"about_ca_topic_score_gemma":0.00002442344,"domain_scores_codex":[0.9991724,0.000004554472,0.0004099648,0.0000377919,0.0001501505,0.0002251033],"domain_scores_gemma":[0.9992806,0.00003231857,0.0001038781,0.000118757,0.0001940769,0.0002703334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003156074,7.946082e-7,2.410567e-7,0.0001722092,0.00007828156,0.000001919673,0.0002633368,0.3000565,0.001996556,0.0001556614,0.6933512,0.00392015],"study_design_scores_gemma":[0.0001571297,0.000009280822,4.557091e-7,0.0003414121,0.00001995472,0.00004469023,0.000004980398,0.02868357,0.02583386,0.00001755879,0.9446827,0.0002043851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003556469,0.0230018,0.4361175,0.008487266,0.06098808,0.001251452,0.000811209,0.0004036074,0.4653826],"genre_scores_gemma":[0.9595858,0.0008897805,0.003525121,0.001303661,0.0102665,0.00004604501,0.000375231,0.0003632363,0.02364457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9560294,"threshold_uncertainty_score":0.9997991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00398835913350153,"score_gpt":0.1769039334716741,"score_spread":0.1729155743381726,"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."}}