{"id":"W4250978125","doi":"10.1002/cjce.5450790102","title":"Editorial","year":2001,"lang":"en","type":"editorial","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":"Carreau fluid; Citation; Computer science; Library science; 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":[0.0002252982,0.0002140839,0.0002751057,0.0001852036,0.00003762624,0.0001369259,0.0004858187,0.0006070957,0.0000671076],"category_scores_gemma":[0.001014489,0.0001683739,0.0001182496,0.0001910525,0.00003110925,0.0001324939,0.000006144356,0.001612532,0.00001023631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004814835,"about_ca_system_score_gemma":0.0007584725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002176169,"about_ca_topic_score_gemma":0.0001510129,"domain_scores_codex":[0.998837,0.000006100619,0.0003915738,0.00006883507,0.0004204318,0.0002760649],"domain_scores_gemma":[0.99889,0.0001461687,0.00008766359,0.0001385878,0.0003926729,0.0003448673],"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":[0.000002253794,8.161837e-7,1.253288e-7,0.00003096491,0.00003913284,0.000005503066,0.00004358585,0.09230572,0.0004011651,0.00001641396,0.9070265,0.0001278356],"study_design_scores_gemma":[0.0001558439,0.000009996703,4.723898e-8,0.0001259691,0.00003532356,0.00001259833,0.000001787167,0.01527529,0.00167168,0.00003401264,0.9825027,0.0001747718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004190809,0.0007532302,0.001513766,0.00005265338,0.9968797,0.00004009674,0.00002260664,0.00004238495,0.0006536423],"genre_scores_gemma":[0.00353492,0.00005403587,0.0001840836,0.000008068411,0.9960529,0.000002665671,0.0000331342,0.00006611255,0.00006406647],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07703043,"threshold_uncertainty_score":0.7005739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003179782322419686,"score_gpt":0.1774448115699457,"score_spread":0.174265029247526,"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."}}