{"id":"W4256380886","doi":"10.1002/cjce.23547","title":"Issue Highlights","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003292156,0.001174334,0.000826186,0.00187411,0.002130723,0.008003854,0.002707688,0.006810889,0.2901169],"category_scores_gemma":[0.01317162,0.0004465928,0.001151934,0.001424155,0.0008279668,0.003283298,0.002082104,0.005108479,0.1333547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003319663,"about_ca_system_score_gemma":0.009142533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183365,"about_ca_topic_score_gemma":0.01133353,"domain_scores_codex":[0.9969925,0.0002250467,0.0001510546,0.000334306,0.00182813,0.0004689485],"domain_scores_gemma":[0.9864621,0.0009243522,0.0005219149,0.000448501,0.007857035,0.003786199],"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":[0.00001285155,0.000007405383,0.00003068296,0.00007684656,0.00000178145,0.00002322667,0.000005271771,0.000007726104,0.00004480724,0.0005150255,0.9900655,0.009208857],"study_design_scores_gemma":[0.00000768008,0.000007988891,0.0001906843,0.00007335393,0.00000255049,0.00004699789,0.00001633805,0.00001061893,0.0000606203,0.0003618228,0.999218,0.000003309739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003956794,0.01113951,0.0006021515,0.1873895,0.6485474,0.000320798,0.003648037,0.000583392,0.1473735],"genre_scores_gemma":[0.004980751,0.01866206,0.0007986515,0.1230776,0.4055432,0.0002364869,0.004437108,0.0005566151,0.4417075],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2901169,"threshold_uncertainty_score":0.9705377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004627151930095359,"score_gpt":0.1524107114204677,"score_spread":0.1477835594903723,"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."}}