{"id":"W4232295557","doi":"10.1002/cjce.22255","title":"Editorial","year":2015,"lang":"en","type":"editorial","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Library science; Citation; History; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005399868,0.0002815365,0.000359816,0.00003881431,0.00004500263,0.00008239428,0.0009987321,0.000733607,0.0002987343],"category_scores_gemma":[0.002504438,0.0002183199,0.0001772408,0.0001878342,0.0001350032,0.0001004377,0.00007928546,0.002182519,0.00005021114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291352,"about_ca_system_score_gemma":0.0006683344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204821,"about_ca_topic_score_gemma":0.00009221377,"domain_scores_codex":[0.9979824,0.00000807116,0.0004242896,0.0001594167,0.0009774215,0.000448375],"domain_scores_gemma":[0.9982558,0.0002591451,0.0001761878,0.0002660707,0.0001017467,0.0009409857],"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":[0.000006877527,0.000002960089,0.000001161858,0.00002059354,0.00002623674,0.00002015477,0.00005219872,0.008454701,0.01495622,0.000001836553,0.9763974,0.00005965061],"study_design_scores_gemma":[0.0002256479,0.00001243603,1.376742e-7,0.0000821418,0.00004972666,0.00002472967,0.00000170596,0.0003177116,0.01424855,0.00007484596,0.984717,0.0002454395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001453456,0.0002207981,0.00001989807,0.00009489383,0.9969875,0.00004124322,0.00002700986,0.00001599291,0.00113918],"genre_scores_gemma":[0.01412136,0.000002343066,0.0001281414,0.000009530898,0.9855155,0.000002350666,0.00001796116,0.00005063463,0.0001521215],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0126679,"threshold_uncertainty_score":0.9482081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003148166033924597,"score_gpt":0.169546943547313,"score_spread":0.1663987775133884,"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."}}