{"id":"W3161662785","doi":"10.3390/pr9050821","title":"Special Issue: Modeling and Simulation of Polymerization Processes","year":2021,"lang":"en","type":"article","venue":"Processes","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Reprint; Polymerization; Computer science; Management science; Engineering; Polymer; Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001070497,0.001610298,0.001727449,0.00120942,0.0006257399,0.002439982,0.00159049,0.002082513,0.06286695],"category_scores_gemma":[0.002795815,0.0004900414,0.001283483,0.001370928,0.0004235548,0.001869061,0.001346158,0.002333175,0.0197679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006084287,"about_ca_system_score_gemma":0.001078272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000770552,"about_ca_topic_score_gemma":0.001000166,"domain_scores_codex":[0.9992186,0.0001158448,0.0000648089,0.0001480349,0.0003880721,0.00006469602],"domain_scores_gemma":[0.9983006,0.0006176445,0.00009804752,0.0001970134,0.0005662778,0.0002204231],"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":[0.00007323138,0.00008799313,0.0002094463,0.0004801713,0.00006493827,0.00005544208,0.00001553375,0.009514448,0.001250455,0.006444027,0.9297546,0.05204969],"study_design_scores_gemma":[0.00008207305,0.0001296102,0.0007608186,0.0001825457,0.00006198011,0.0002010396,0.00001706712,0.06606996,0.002178497,0.01472412,0.9155659,0.00002634831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.006904306,0.04175035,0.1684407,0.02996172,0.5973698,0.0006162609,0.01126226,0.006827303,0.1368672],"genre_scores_gemma":[0.04769527,0.06928143,0.06396987,0.007972187,0.3752677,0.0009742739,0.03795766,0.009032638,0.3878489],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06286695,"threshold_uncertainty_score":0.2103109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439806981183612,"score_gpt":0.2569656025385937,"score_spread":0.2425675327267576,"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."}}