{"id":"W2045420935","doi":"10.1002/masy.200751313","title":"Steady State Simulation of Ethylene Polymerization Using Multiple‐Site Coordination Catalysts","year":2007,"lang":"en","type":"article","venue":"Macromolecular Symposia","topic":"Organometallic Complex Synthesis and Catalysis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polyolefin; Polymerization; Branching (polymer chemistry); Molar mass distribution; Materials science; Polymer; Ethylene; Catalysis; Product distribution; Raw material; Chemical engineering; Thermodynamics; Polymer chemistry; Chemistry; Organic chemistry; Nanotechnology; Composite material; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003060111,0.0002151306,0.0002975002,0.0001968676,0.0001073133,0.00003971826,0.0001715537,0.0001083813,0.0005169194],"category_scores_gemma":[0.00008515999,0.0002389114,0.0001593777,0.000470159,0.00005674482,0.0001391468,0.0000768337,0.00008793877,0.00001207235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133215,"about_ca_system_score_gemma":0.00003314962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002802577,"about_ca_topic_score_gemma":0.00004563717,"domain_scores_codex":[0.998356,0.00003549063,0.0005595883,0.0003513562,0.0004047591,0.0002928071],"domain_scores_gemma":[0.998827,0.0001157683,0.0003613564,0.0004545672,0.0001495971,0.00009169854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004140707,0.0001000165,0.002919469,0.00008169685,0.0001061016,0.00001517118,0.0004321255,0.007404531,0.9733707,0.00005768551,6.16369e-7,0.01547048],"study_design_scores_gemma":[0.00044514,0.00001438909,0.001735169,0.00004446386,0.0001356819,0.000008012536,0.00007703059,0.07604834,0.9207073,0.00002149562,0.0005103803,0.000252545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867259,0.0003342774,0.1113051,0.00001652468,0.00004397263,0.00008882089,0.0000492071,0.00005865128,0.001377583],"genre_scores_gemma":[0.9987087,0.000005736315,0.0004898097,0.00001628872,0.00004656805,0.000002834847,0.0003288994,0.00005003599,0.0003510755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119829,"threshold_uncertainty_score":0.9742524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199056285785489,"score_gpt":0.2511407936722178,"score_spread":0.2391502308143629,"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."}}