{"id":"W2090087674","doi":"10.1021/la903425z","title":"Molecular Dynamics Study of the Melt Morphology of Polyethylene Chains with Different Branching Characteristics Adjacent to a Clay Surface","year":2009,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Branching (polymer chemistry); Morphology (biology); Polyethylene; Molecular dynamics; Materials science; Surface (topology); Chemical engineering; Polymer chemistry; Chemical physics; Mineralogy; Chemistry; Polymer science; Composite material; Geology; Computational chemistry; Geometry; Mathematics","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":[0.0000967728,0.0001317958,0.0003002116,0.00002820704,0.00005978388,0.00001479784,0.0003190176,0.00003613235,0.00001551021],"category_scores_gemma":[0.000008228383,0.00007327551,0.000037283,0.0001208225,0.00004328122,0.00002600104,0.00009507028,0.00007045819,0.000001982029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003227209,"about_ca_system_score_gemma":0.00001934906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002918722,"about_ca_topic_score_gemma":0.0000786772,"domain_scores_codex":[0.9990475,0.0001171214,0.0002355602,0.0001767169,0.0002200706,0.0002029985],"domain_scores_gemma":[0.9994192,0.00001956934,0.0001466485,0.0003292893,0.00004242605,0.00004287383],"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":[0.0001316756,0.0003408343,0.007775368,0.00001793378,0.00001342395,0.000006238824,0.003011551,0.0001797818,0.9876778,0.0002208282,0.000004444461,0.000620154],"study_design_scores_gemma":[0.0004011494,0.0008302959,0.1686878,0.00004531167,0.00003296513,0.000006460496,0.0002303116,0.0003242289,0.8293095,0.00001000269,0.00001073576,0.0001112304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983743,0.0001183758,0.0003314178,0.0005908589,0.0001025963,0.0003370537,0.00005386243,0.00001968186,0.00007185568],"genre_scores_gemma":[0.9995278,0.000002741366,0.0001129725,0.0002484957,0.00001542635,0.000003918041,0.000003159911,0.00001101674,0.00007451879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609125,"threshold_uncertainty_score":0.2988088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007359701023449785,"score_gpt":0.2187155762869902,"score_spread":0.2113558752635404,"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."}}