{"id":"W2075061247","doi":"10.1177/0021955x07077191","title":"Occurrence of Surface Defects in TPO Injected Foam Parts","year":2007,"lang":"en","type":"article","venue":"Journal of Cellular Plastics","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mold; Materials science; Nucleation; Composite material; Surface (topology); Rheology; Thermodynamics","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":[0.0008723133,0.0001077335,0.0002780085,0.0001356838,0.00002957993,0.00002335542,0.0002494124,0.00006656528,0.00003565802],"category_scores_gemma":[0.000261436,0.00009318758,0.00006468791,0.000234243,0.00007114074,0.0001062605,0.00003981345,0.000190324,0.00001643143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000319707,"about_ca_system_score_gemma":0.000107073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008407722,"about_ca_topic_score_gemma":0.0000118607,"domain_scores_codex":[0.9985932,0.00006940916,0.0006120728,0.00009589853,0.0003674864,0.0002619728],"domain_scores_gemma":[0.9986436,0.0004922932,0.0004862442,0.0001196638,0.0001517553,0.0001063991],"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":[0.00009779725,0.0001288027,0.01081029,0.00003072599,0.000005810942,0.0001343248,0.0002140631,0.00120988,0.9869717,0.00007033179,0.0001789615,0.0001473201],"study_design_scores_gemma":[0.0003994606,0.0002486975,0.003430543,0.0001375175,0.00002432964,0.00005824669,0.0000576658,0.0002461221,0.9949563,0.0000839091,0.0002575601,0.00009963805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858334,0.001018964,0.01213343,0.000009994951,0.0008066064,0.0000316868,0.00001545912,0.000008018153,0.0001424258],"genre_scores_gemma":[0.9984007,0.00001564938,0.001493338,0.000011414,0.00005845789,8.718224e-8,0.000001686207,0.000004838198,0.00001380184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256731,"threshold_uncertainty_score":0.3800079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094010801333927,"score_gpt":0.2311183256926665,"score_spread":0.2201782176793273,"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."}}