{"id":"W2045697636","doi":"10.1002/app.12806","title":"Polystyrene foams. III. Structure–tensile properties relationships","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ultimate tensile strength; Materials science; Polystyrene; Composite material; Modulus; Expanded polystyrene; Young's modulus; Microstructure; 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":[],"consensus_categories":[],"category_scores_codex":[0.001195669,0.0001831749,0.000291332,0.0003044238,0.0006552134,0.0002487577,0.0007553846,0.00006241952,0.0001602164],"category_scores_gemma":[0.00006035823,0.0001318326,0.00007138689,0.0007186556,0.0006757495,0.0005342799,0.00007026336,0.0002945466,0.00004578644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007012756,"about_ca_system_score_gemma":0.0005684591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001907501,"about_ca_topic_score_gemma":0.000003117279,"domain_scores_codex":[0.997745,0.00006535575,0.0005523515,0.0002832265,0.0008782759,0.0004758404],"domain_scores_gemma":[0.9986724,0.00006938113,0.000460069,0.000348506,0.0001909206,0.000258733],"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":[0.00004219294,0.00003274299,0.0001838693,0.000004148112,0.000005436568,0.000004255131,0.0007733708,0.00002680514,0.9875414,0.01058881,0.0001229933,0.0006739777],"study_design_scores_gemma":[0.0003381957,0.00006350304,0.0004686516,0.0000287707,0.00002565177,0.0002224665,0.0004149069,0.00003299112,0.9967093,0.001176208,0.0003403075,0.0001790741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872999,0.00377772,0.0001935221,0.0001424819,0.000876874,0.00006927085,0.000003131092,0.00003256541,0.007604584],"genre_scores_gemma":[0.9977029,0.000007629296,0.001655895,0.0001987992,0.0001197145,0.000002279383,1.953648e-7,0.00001295673,0.000299661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040302,"threshold_uncertainty_score":0.5375976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018581842958289,"score_gpt":0.2143494670059144,"score_spread":0.1957676240476254,"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."}}