{"id":"W2370147885","doi":"","title":"Research Progress on Stress Whitening Phenomena in Polymer Materials","year":2012,"lang":"en","type":"article","venue":"China Plastics Industry","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Stress (linguistics); Polymer; Mechanism (biology); Composite material; Biochemical engineering; Forensic engineering; Engineering","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":[0.0004545591,0.0002159725,0.0002114378,0.0003149545,0.00009096455,0.000104533,0.000286492,0.0004384219,0.0001615257],"category_scores_gemma":[0.000144264,0.0002118522,0.00001460775,0.0004403512,0.0001028985,0.0002026929,0.0001030029,0.001551798,0.0001026283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375625,"about_ca_system_score_gemma":0.00003250822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001130548,"about_ca_topic_score_gemma":0.00000377917,"domain_scores_codex":[0.9982035,0.00006443119,0.000276586,0.0001967497,0.0003988688,0.0008599341],"domain_scores_gemma":[0.9992849,0.0002071348,0.00003255309,0.0002673763,0.00003364587,0.0001743633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003423462,0.001994057,0.8491145,0.005299061,0.000323011,0.0002919196,0.01248209,0.05854997,0.02616572,0.0124262,0.009143849,0.02386722],"study_design_scores_gemma":[0.0007507004,0.0001204505,0.1756199,0.001657234,0.00001705411,0.00002301375,0.0008274494,0.0006894113,0.8178537,0.0001521065,0.001482234,0.0008066763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891422,0.00134176,0.00001580959,0.00003846862,0.0009584199,0.0001313846,0.0000428454,0.0001910896,0.008138071],"genre_scores_gemma":[0.9981529,0.00001795578,0.0001223387,0.000007092858,0.001239083,0.00004998031,0.0000142961,0.00007841475,0.0003179793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.791688,"threshold_uncertainty_score":0.8639081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0445881203777709,"score_gpt":0.3168569324454005,"score_spread":0.2722688120676296,"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."}}