{"id":"W2896332135","doi":"10.1039/c8tc04248a","title":"Lightweight, thermally insulating, and low dielectric microcellular high-impact polystyrene (HIPS) foams fabricated by high-pressure foam injection molding with mold opening","year":2018,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"Huazhong University of Science and Technology; National Natural Science Foundation of China; State Key Laboratory of Materials Processing and Die and Mould Technology; Shandong University","keywords":"Materials science; Mold; Composite material; Polystyrene; Molding (decorative); Expanded polystyrene; Dielectric; 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"],"consensus_categories":[],"category_scores_codex":[0.0005564983,0.0003484,0.0005980838,0.00008419356,0.0002709072,0.0004507399,0.0004241967,0.0001774896,0.0005548885],"category_scores_gemma":[0.00005455541,0.0002524912,0.00005935203,0.0002329951,0.0001265027,0.0004052907,0.0001113313,0.00018401,0.000009272191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007214706,"about_ca_system_score_gemma":0.0001023068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003118785,"about_ca_topic_score_gemma":7.430139e-7,"domain_scores_codex":[0.9980057,0.0001153605,0.0006905186,0.0003431665,0.0003889166,0.0004563643],"domain_scores_gemma":[0.9981899,0.00006140753,0.001058833,0.0002614468,0.0002303651,0.0001980132],"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":[0.0005022124,0.00008203987,0.0002391195,0.00009794455,0.0001134366,0.00002680887,0.0001642689,0.0000447086,0.9982195,0.000004618213,0.0002777608,0.0002275348],"study_design_scores_gemma":[0.0009686178,0.0005516327,0.0005892897,0.0003171631,0.0001497009,0.0006947949,0.00002484123,0.00008969482,0.9961592,0.00006250504,0.00007090713,0.0003216294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973224,0.00176229,0.0002977554,0.00006794476,0.0002746538,0.00008619456,0.00004727494,0.00005688483,0.00008462082],"genre_scores_gemma":[0.9981957,0.0000372467,0.0007605181,0.00003811044,0.0006889532,0.000003948846,0.00001473782,0.00004794964,0.0002128215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002060323,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003902689107644618,"score_gpt":0.2029732634160132,"score_spread":0.1990705743083686,"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."}}