{"id":"W4235524109","doi":"10.1002/cjce.22304","title":"Issue Information ‐ TOC","year":2016,"lang":"en","type":"paratext","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Information retrieval; Computer science; 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":[],"category_scores_codex":[0.0002212031,0.0001921837,0.0002442352,0.0001940601,0.00004419998,0.0001921311,0.001554179,0.0001938996,0.0004985773],"category_scores_gemma":[0.0001400347,0.0001217881,0.0001346423,0.0001801496,0.00005797536,0.0004391406,0.0001005277,0.0007373282,0.001744286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052119,"about_ca_system_score_gemma":0.0003782108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424669,"about_ca_topic_score_gemma":0.000004401413,"domain_scores_codex":[0.9987466,0.000007532094,0.0003704496,0.00009116971,0.0003683246,0.0004158612],"domain_scores_gemma":[0.9988214,0.0001030754,0.0001190842,0.0003273464,0.00006432545,0.0005647045],"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":[0.00001222283,0.00001262575,0.000002322396,0.0004855301,0.0002415747,0.00006558323,0.0006659778,0.02770666,0.06275101,0.001846132,0.8642763,0.04193405],"study_design_scores_gemma":[0.0002104326,0.00002271232,0.000003229813,0.000326801,0.000008035922,0.0001516902,0.000001133194,0.004706402,0.06104914,0.00008347618,0.9331809,0.0002561002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01978409,0.02100566,0.7327029,0.06485249,0.04946937,0.00175741,0.0004653966,0.0002849329,0.1096778],"genre_scores_gemma":[0.9325556,0.0003810714,0.01399717,0.001761423,0.01022286,0.00004965536,0.00008131463,0.0002174452,0.04073342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9127715,"threshold_uncertainty_score":0.999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00541942824751133,"score_gpt":0.1851481057652799,"score_spread":0.1797286775177686,"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."}}