{"id":"W2558612570","doi":"10.1115/pvp2016-63432","title":"Evaluation of a New Approach for Characterizing Environmental Stress Cracking Resistance (ESCR) of Polyethylene","year":2016,"lang":"en","type":"article","venue":"","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Indentation; Environmental stress cracking; Cracking; Deflection (physics); Composite material; Structural engineering; Displacement (psychology); Engineering; Stress corrosion cracking","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007470664,0.00007005778,0.0001285474,0.00003600436,0.00003438864,0.0000109614,0.0001234023,0.00003228946,0.001050673],"category_scores_gemma":[0.00008234694,0.00004566196,0.00003445494,0.00003284983,0.00006488588,0.0002105679,0.00002939892,0.000009637404,0.00000426056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003626942,"about_ca_system_score_gemma":0.00006949965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001923083,"about_ca_topic_score_gemma":0.00000849755,"domain_scores_codex":[0.9989847,0.00008005949,0.0002573068,0.0001639024,0.0003967242,0.0001172996],"domain_scores_gemma":[0.999526,0.00003641469,0.0001861563,0.0001678497,0.00004915774,0.00003443624],"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":[0.0000632484,0.00003697665,0.0002664589,0.00003542246,0.000005998249,1.262116e-8,0.0003656725,0.000006537301,0.9913419,0.0002479236,0.00005333218,0.007576457],"study_design_scores_gemma":[0.0005820355,0.00002090026,0.001239452,0.00006386839,0.00002770883,2.061481e-7,0.0001482666,0.0003664298,0.9969961,0.0001624534,0.0003222444,0.00007032671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294944,0.0005719063,0.06696525,0.0001705871,0.00008620435,0.0003664918,0.0001434727,0.00002123983,0.00218042],"genre_scores_gemma":[0.9914005,0.0000225773,0.005683097,0.00002786446,0.00003580592,0.00001815666,0.000009494342,0.000009012029,0.002793496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06190607,"threshold_uncertainty_score":0.9998625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06513909204055533,"score_gpt":0.2732542408632819,"score_spread":0.2081151488227265,"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."}}