{"id":"W2126457828","doi":"10.1002/mren.201190023","title":"Macromol. React. Eng. 5–6/2011","year":2011,"lang":"en","type":"article","venue":"Macromolecular Reaction Engineering","topic":"Organometallic Complex Synthesis and Catalysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Comonomer; Copolymer; Bimodality; Polymer science; Polymer chemistry; Metallocene; Materials science; Ethylene; Catalysis; Chemistry; Organic chemistry; Polymerization; Physics; Polymer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001284432,0.0002663523,0.0002549187,0.0001385127,0.00006923623,0.00003386196,0.0002550397,0.0001243747,0.02543363],"category_scores_gemma":[0.00004970391,0.0002901033,0.0002222388,0.0001634654,0.00002127794,0.0001424917,0.00007667481,0.0002392657,0.0004733946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000915432,"about_ca_system_score_gemma":0.00001428798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001477955,"about_ca_topic_score_gemma":0.000003358909,"domain_scores_codex":[0.9987004,0.000008955335,0.0002972817,0.0003923742,0.0002371082,0.0003638915],"domain_scores_gemma":[0.9990857,0.00002310968,0.0000900063,0.0006073023,0.00004059694,0.0001532786],"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":[0.000009734712,0.00008114154,0.00005836558,0.00005127431,0.0001373158,0.00008776625,0.000170027,0.00001065186,0.9838677,0.0005007067,0.00002597524,0.01499937],"study_design_scores_gemma":[0.0002407877,0.0000138048,0.001423915,0.00003254132,0.0001180075,0.0001833645,0.00007901181,0.001000096,0.8906312,0.0000664834,0.1057055,0.0005052365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8455564,0.0004130205,0.008346366,0.00003560907,0.0003049065,0.00008408462,0.00001670458,0.0008038264,0.1444391],"genre_scores_gemma":[0.9960095,0.00003780817,0.001605597,0.00001945701,0.0001265201,0.00003389401,0.00003499118,0.00008604058,0.002046207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504531,"threshold_uncertainty_score":0.9999551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438788612560555,"score_gpt":0.1802143369045347,"score_spread":0.1658264507789292,"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."}}