{"id":"W4282037419","doi":"10.1002/mren.202200024","title":"On Elegant Solutions in PRE: Moment Equations for the Chain Length Distribution of Coordination Polyolefins","year":2022,"lang":"en","type":"article","venue":"Macromolecular Reaction Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Moment (physics); Chain (unit); Polymerization; Polymer; Simple (philosophy); Distribution (mathematics); Second moment of area; Statistical physics; Type (biology); Computational chemistry; Mathematics; Thermodynamics; Chemistry; Physics; Classical mechanics; Mathematical analysis; Quantum mechanics; Organic chemistry","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":[0.001953261,0.0009525192,0.0009635469,0.001257167,0.0005409044,0.001279663,0.001065352,0.001800416,0.002714815],"category_scores_gemma":[0.007037647,0.0004954379,0.001006467,0.0006719278,0.00193148,0.002901728,0.0014551,0.002393858,0.0005380464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314567,"about_ca_system_score_gemma":0.0007804225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001731228,"about_ca_topic_score_gemma":0.001394485,"domain_scores_codex":[0.9995728,0.0001483391,0.00001971527,0.00006816837,0.0001396058,0.00005137959],"domain_scores_gemma":[0.9982631,0.001197202,0.0001880424,0.00008239334,0.0002050067,0.00006435246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001613511,0.00002356651,0.0001186151,0.00007206264,0.00001097581,0.0000816706,0.0001100079,0.08211397,0.002928027,0.9077365,0.001792656,0.004995842],"study_design_scores_gemma":[0.00001758818,0.00002417853,0.0001859448,0.00003168984,0.000006856696,0.00005677355,0.0000309025,0.6538979,0.001091811,0.3400759,0.004551389,0.00002914978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04031125,0.002860146,0.9247153,0.0042396,0.0005542638,0.000110413,0.0002537667,0.0002143085,0.02674096],"genre_scores_gemma":[0.6338995,0.005071483,0.2944207,0.002236995,0.001519965,0.0006019468,0.0002866227,0.0006545727,0.06130824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002714815,"threshold_uncertainty_score":0.01032996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008788252519137632,"score_gpt":0.2134293771351868,"score_spread":0.2046411246160492,"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."}}