{"id":"W2073287901","doi":"10.1021/ie0707016","title":"Strategies to Achieve a Uniform Cell Structure with a High Void Fraction in Advanced Structural Foam Molding","year":2008,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Void (composites); Porosity; Blowing agent; Mold; Nucleation; Molding (decorative); Polyurethane; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003028691,0.0002914695,0.0002859214,0.0003591865,0.0001629303,0.0002211695,0.0002136112,0.0002292231,0.0002515218],"category_scores_gemma":[0.0004369092,0.0001487278,0.0001625852,0.0001826564,0.0003933035,0.0003437021,0.0002450529,0.0003467316,0.0001028212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425048,"about_ca_system_score_gemma":0.000133241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00017299,"about_ca_topic_score_gemma":0.0004903974,"domain_scores_codex":[0.999842,0.00002101142,0.00001427768,0.0000298197,0.00006687739,0.00002598565],"domain_scores_gemma":[0.9997134,0.0001027114,0.00009106599,0.00003327609,0.00003825863,0.00002132421],"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":[0.00002622179,0.00003580189,0.000218485,0.00005241211,0.000002552546,0.00004465882,0.00004770898,0.001222623,0.9919425,0.0004001544,0.0000205139,0.005986256],"study_design_scores_gemma":[0.000007270514,0.0001731463,0.0005082159,0.000003023996,0.000004162558,0.0001142816,0.00000839621,0.004705857,0.993385,0.0001083492,0.0009751935,0.00000703143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329529,0.0006187681,0.0654917,0.00004873011,0.00001457983,0.00005400793,0.00003879191,0.0001937828,0.0005866357],"genre_scores_gemma":[0.9434127,0.0003317507,0.05587773,0.00001188806,0.00001127859,0.000038509,0.00005150204,0.00002879469,0.0002358517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003591865,"threshold_uncertainty_score":0.001601756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293099888863232,"score_gpt":0.2829423356852412,"score_spread":0.253632346798918,"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."}}