{"id":"W2149745728","doi":"10.1002/anie.201506718","title":"Polyethylene with Reverse Co‐monomer Incorporation: From an Industrial Serendipitous Discovery to Fundamental Understanding","year":2015,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Organometallic Complex Synthesis and Catalysis","field":"Chemistry","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"Universiteit Utrecht","keywords":"Polyethylene; Catalysis; Polymer; Particle (ecology); Monomer; Materials science; Polymerization; Polymer chemistry; Chemical engineering; Particle size; Chemistry; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001309714,0.000207298,0.0002039101,0.0001139362,0.00008782756,0.0002554049,0.0002677616,0.0001298007,0.007438058],"category_scores_gemma":[0.00005272208,0.0001959934,0.00006893968,0.0001512593,0.00006089659,0.001019785,0.00007091484,0.0001720048,0.00006528604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009222361,"about_ca_system_score_gemma":0.0001219848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004868692,"about_ca_topic_score_gemma":0.0001835665,"domain_scores_codex":[0.9984517,0.00001414672,0.0002779587,0.0004185332,0.0006613358,0.0001763659],"domain_scores_gemma":[0.9991559,0.00005258236,0.0001829283,0.000267421,0.0001029315,0.0002382509],"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":[0.002511796,0.001122669,0.02063278,0.00002605219,0.001377589,0.0001037522,0.002739774,0.0001881925,0.9159439,0.001989169,0.04778911,0.00557527],"study_design_scores_gemma":[0.001617971,0.0000988139,0.0004000784,0.00007805879,0.00009913004,0.00001503132,0.00451711,0.00004508604,0.949587,0.001333993,0.04179451,0.000413175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521978,0.00003300686,0.008272149,0.002289752,0.001084021,0.0001215253,0.001580849,0.0001313631,0.03428951],"genre_scores_gemma":[0.9881382,0.000005567891,0.000274933,0.0002588345,0.004076932,0.00003552451,0.005230879,0.00003081535,0.001948321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03594037,"threshold_uncertainty_score":0.9934693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09610076849414947,"score_gpt":0.2849305206599472,"score_spread":0.1888297521657977,"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."}}