{"id":"W4399283970","doi":"10.1002/pen.26807","title":"Molecular dynamics study of free volume coalescence around nonyl ethoxylate in polyethylene with vinyl acetate‐modified branches","year":2024,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Alberta","funders":"Imperial Oil Limited","keywords":"Vinyl acetate; Coalescence (physics); Dynamics (music); Polyethylene; Volume (thermodynamics); Materials science; Chemistry; Physics; Thermodynamics; Composite material; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005071026,0.0001785983,0.000214066,0.0002970207,0.00007896484,0.0002181319,0.0004350524,0.00003839498,0.0000101382],"category_scores_gemma":[0.00005854571,0.0001426258,0.00001741888,0.0008517979,0.0003425786,0.0004213131,0.0001422649,0.0001267111,0.000003006605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005542904,"about_ca_system_score_gemma":0.0001601804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004886768,"about_ca_topic_score_gemma":0.00009104399,"domain_scores_codex":[0.9984955,0.00003084869,0.0002542275,0.0004386198,0.0004249362,0.0003558807],"domain_scores_gemma":[0.9994355,0.00004079313,0.00003854388,0.0003272625,0.00004790223,0.0001099619],"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":[0.00002162968,0.00005558752,0.001281098,0.00009714154,0.000006536747,0.00002951018,0.003816562,0.0119744,0.9805719,0.001034717,8.872485e-7,0.001110044],"study_design_scores_gemma":[0.0004366896,0.0002263679,0.00243022,0.0002553866,0.00001837794,0.00002639521,0.0009012194,0.4375172,0.5578375,0.00002780444,0.00001328463,0.0003095958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835023,0.003854358,0.01186222,0.0001534387,0.0002219474,0.000149393,0.00001261508,0.0001074218,0.0001363666],"genre_scores_gemma":[0.9994403,0.00002419291,0.0003125066,0.00002785431,0.00001301387,0.00001379007,7.953204e-7,0.00001897176,0.0001485376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4255428,"threshold_uncertainty_score":0.5816112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009430862049363359,"score_gpt":0.217592377623668,"score_spread":0.2081615155743047,"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."}}