{"id":"W4242102564","doi":"10.1002/cjce.22981","title":"Issue Highlights","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ground granulated blast-furnace slag; Slag (welding); Ammonium bromide; Pollution; Adsorption; Environmental pollution; Aqueous solution; Chemical engineering; Chemistry; Pulmonary surfactant; Waste management; Process engineering; Environmental science; Materials science; Metallurgy; Engineering; Fly ash; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003033944,0.001118055,0.0007743292,0.00183411,0.001912754,0.007392702,0.002533813,0.006182261,0.2895226],"category_scores_gemma":[0.01268902,0.0004147033,0.001056687,0.001390853,0.0007470025,0.003315166,0.002076749,0.004765261,0.13699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003013089,"about_ca_system_score_gemma":0.007979282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004948815,"about_ca_topic_score_gemma":0.009460389,"domain_scores_codex":[0.9972645,0.0002057252,0.0001458173,0.0003089406,0.00164573,0.0004293113],"domain_scores_gemma":[0.9872217,0.0008745209,0.0005124923,0.0004443601,0.007304464,0.003642522],"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":[0.00001353657,0.000007554807,0.00003505572,0.00008008028,0.000001867305,0.00002651968,0.00000573937,0.000007851637,0.00004935274,0.0005545412,0.9885231,0.01069479],"study_design_scores_gemma":[0.000006953809,0.000007877182,0.0001948434,0.00007331834,0.00000253781,0.00005394516,0.00001638984,0.00001021274,0.00006242281,0.0003653411,0.9992029,0.000003111152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000458593,0.01234188,0.0006469759,0.1926021,0.6300327,0.0003109329,0.00379403,0.0006116364,0.1592012],"genre_scores_gemma":[0.005496616,0.01939596,0.0007955816,0.1148311,0.3933778,0.0002218408,0.004539005,0.0005602033,0.4607819],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2895226,"threshold_uncertainty_score":0.9685497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005232298254063619,"score_gpt":0.1900340195170406,"score_spread":0.1848017212629769,"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."}}