{"id":"W4249955164","doi":"10.1002/cjce.23273","title":"Issue Highlights","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photocatalysis; Methylene blue; Titanium dioxide; Chemistry; Degradation (telecommunications); Waste management; Environmental engineering; Process engineering; Materials science; Engineering; Chemical engineering; Electrical engineering; Organic chemistry; Catalysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003040243,0.001134463,0.0007951894,0.00184372,0.001973092,0.007548362,0.002525264,0.006395377,0.2934552],"category_scores_gemma":[0.01204969,0.0004232434,0.001105895,0.001365686,0.0007701108,0.00311955,0.002048868,0.004772255,0.1312405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003116556,"about_ca_system_score_gemma":0.008335565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00523196,"about_ca_topic_score_gemma":0.009882296,"domain_scores_codex":[0.9972758,0.0002078848,0.0001426742,0.0003058318,0.001636477,0.0004313921],"domain_scores_gemma":[0.9877279,0.0008362236,0.0004956398,0.0004096997,0.007001351,0.003529234],"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":[0.00001467422,0.000008006611,0.00003387839,0.00008550214,0.000002008928,0.00002657132,0.000005577396,0.000008279049,0.00005103326,0.0005461467,0.9888257,0.01039279],"study_design_scores_gemma":[0.000007906147,0.000008448433,0.0001966992,0.00007497596,0.000002708501,0.00005224191,0.00001620458,0.00001077869,0.00006543443,0.0003607867,0.9992006,0.000003233253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004567495,0.01246647,0.0006303861,0.1848793,0.6413065,0.0003334341,0.003791627,0.0005926941,0.155543],"genre_scores_gemma":[0.005344408,0.0199539,0.0008032732,0.1140733,0.4043339,0.000237578,0.004499792,0.0005270512,0.4502268],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.7065448,"threshold_uncertainty_score":0.9817054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004206216888367558,"score_gpt":0.1647805190937386,"score_spread":0.1605743022053711,"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."}}