{"id":"W1977597889","doi":"10.1088/1742-6596/61/1/172","title":"Processing, Characterization, and Modeling of Polymer/Clay Nanocomposite Foams","year":2007,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Ultimate tensile strength; Nanocomposite; High-density polyethylene; Crystallinity; Micromechanics; Polymer; Polyethylene; Polymer clay; Elastic modulus; Modulus; Composite number","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":[0.0002922038,0.0001199786,0.0002750191,0.00006204814,0.0001024645,0.0001015271,0.0001873373,0.00003890144,0.00001295967],"category_scores_gemma":[0.000009531494,0.000100452,0.00004518413,0.0001155006,0.0001316985,0.0007835657,0.00004550278,0.0000918752,0.000001307789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009516748,"about_ca_system_score_gemma":0.0001259107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001187873,"about_ca_topic_score_gemma":0.000001699127,"domain_scores_codex":[0.9989895,0.00002675088,0.000452903,0.0001072764,0.0002467973,0.0001768325],"domain_scores_gemma":[0.9988905,0.0000218001,0.0005281614,0.00009546687,0.0003867976,0.0000772858],"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":[0.00008578761,0.00004403286,0.0005218553,0.00004675017,0.000008741608,0.000002954503,0.001348049,0.00001939456,0.9584706,0.002464846,0.000001064356,0.03698588],"study_design_scores_gemma":[0.0001727825,0.0001541796,0.0006371231,0.0002010602,0.00002566406,0.00005312241,0.0002022723,0.0009376577,0.9965127,0.0009734445,0.00002137778,0.000108668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339738,0.0004915961,0.1650922,0.00008229486,0.0001316359,0.00002838232,0.000006011256,0.00001127352,0.0001827171],"genre_scores_gemma":[0.9985873,0.00004013044,0.001060537,0.00003142266,0.00016107,5.174812e-7,0.000002469631,0.000009799345,0.0001067146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646135,"threshold_uncertainty_score":0.4096315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819069868800874,"score_gpt":0.2484994098347542,"score_spread":0.2303087111467454,"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."}}