{"id":"W1977249169","doi":"10.1016/j.ces.2015.03.001","title":"Short-chain branching distribution oriented model development for Borstar bimodal polyethylene process and its correlation with product performance of slow crack growth","year":2015,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; Major State Basic Research Development Program of China; University of Alberta; East China University of Science and Technology; Natural Science Foundation of Shanghai","keywords":"Branching (polymer chemistry); Branching process; Biological system; Process (computing); Statistical physics; Materials science; Thermodynamics; Computer science; Physics; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002110057,0.0004037487,0.000213621,0.0002055906,0.0001878028,0.0003417549,0.0004169742,0.0003347726,0.001039293],"category_scores_gemma":[0.0003706749,0.0001189555,0.0003055685,0.0002120944,0.0001760888,0.0005227764,0.0002207305,0.0003604402,0.0001677604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003899777,"about_ca_system_score_gemma":0.0004368753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495617,"about_ca_topic_score_gemma":0.0009375714,"domain_scores_codex":[0.9999471,0.000008206702,0.00000216948,0.00001488101,0.00001816787,0.000009582728],"domain_scores_gemma":[0.9998293,0.00007149846,0.00003519628,0.00001431372,0.00004011373,0.000009592305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001601657,0.0001273882,0.001929972,0.0001478392,0.00001424665,0.0001414207,0.00006735782,0.8396787,0.1368512,0.01255849,0.0002036938,0.008119532],"study_design_scores_gemma":[0.000003376474,0.00004429565,0.0002018905,0.000001281457,0.000004217904,0.000008896374,0.000005001873,0.9857628,0.01319212,0.0006381285,0.0001349767,0.000002924269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7825089,0.0005967374,0.2072144,0.0001758493,0.00002104239,0.00008988695,0.0002833293,0.0002406543,0.00886921],"genre_scores_gemma":[0.9920664,0.0002616697,0.005473772,0.00001133119,0.000003032374,0.00004282873,0.00008820977,0.00002544733,0.002027306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001495617,"threshold_uncertainty_score":0.003476799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443741259759779,"score_gpt":0.2170388420962403,"score_spread":0.2026014294986425,"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."}}