{"id":"W3217374213","doi":"10.1021/acs.iecr.1c03896","title":"Preface to CAMURE-11 & ISMR-10 Special Issue","year":2021,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.002310072,0.001667321,0.001284311,0.002630039,0.001754653,0.006514748,0.002272537,0.004138741,0.2881977],"category_scores_gemma":[0.004959783,0.0004643668,0.0009489725,0.001556944,0.0006348608,0.003189478,0.002583875,0.003884285,0.2511607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270467,"about_ca_system_score_gemma":0.003292994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001515516,"about_ca_topic_score_gemma":0.002072634,"domain_scores_codex":[0.9986768,0.0001503562,0.00009690164,0.0002245024,0.0006712113,0.0001801729],"domain_scores_gemma":[0.9946209,0.0004254569,0.0003297451,0.0003147662,0.002446615,0.001862483],"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":[0.00003130722,0.00002335692,0.00002642555,0.0001807147,0.000002003627,0.00003002038,0.000006746704,0.00004305076,0.0002090004,0.0005347705,0.9765039,0.02240864],"study_design_scores_gemma":[0.000004576033,0.00001837183,0.0001438588,0.00007727994,0.000001727009,0.00003427844,0.00000835921,0.00003589412,0.0001131495,0.000273849,0.9992847,0.000003991839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005854462,0.02393341,0.002261597,0.03241265,0.7286209,0.0005150934,0.002433434,0.001390378,0.207847],"genre_scores_gemma":[0.00337949,0.01598781,0.001432334,0.01062256,0.2934904,0.000396379,0.003587321,0.0008787614,0.6702249],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2881977,"threshold_uncertainty_score":0.9641172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05916157094909624,"score_gpt":0.3105496820092504,"score_spread":0.2513881110601542,"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."}}