{"id":"W4380741758","doi":"10.1002/cjce.24972","title":"The method of moments used in polymerization reaction engineering for 70 years: An overview, tutorial, and minilibrary","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología; Centro de Investigación en Química Aplicada","keywords":"Branching (polymer chemistry); Polymerization; Intermolecular force; Computational chemistry; Statistical physics; Moment closure; Chemistry; Mathematics; Thermodynamics; Physics; Polymer; Molecule; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001292762,0.001835781,0.001713866,0.003253974,0.0004671521,0.001672531,0.001364133,0.001941962,0.007384571],"category_scores_gemma":[0.001780001,0.0009275542,0.001521167,0.003635044,0.00133399,0.002314188,0.001430414,0.003598385,0.006105777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051196,"about_ca_system_score_gemma":0.0008746414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006249651,"about_ca_topic_score_gemma":0.0003484134,"domain_scores_codex":[0.9990783,0.0002181163,0.0001065893,0.0002184094,0.000319765,0.00005881477],"domain_scores_gemma":[0.9993334,0.0003917129,0.00005814679,0.00006872569,0.0001231884,0.00002472561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009044504,0.0001399337,0.0003497983,0.007913509,0.0001333116,0.000423026,0.000385662,0.007217174,0.01253482,0.1987888,0.05484596,0.7171776],"study_design_scores_gemma":[0.00001496385,0.0001755365,0.0005396493,0.001260531,0.00006263902,0.001372167,0.00007007026,0.01101683,0.006364923,0.06634371,0.9126433,0.0001357072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001752047,0.7273639,0.2416405,0.001480845,0.004600161,0.0001031897,0.0003248534,0.0007484972,0.02198604],"genre_scores_gemma":[0.03012926,0.7421173,0.1828085,0.002089199,0.01072059,0.0004571945,0.0009906708,0.000891964,0.02979524],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007384571,"threshold_uncertainty_score":0.02470386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926900878402058,"score_gpt":0.2531090381944117,"score_spread":0.2338400294103911,"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."}}