{"id":"W2888121584","doi":"10.1002/app.47006","title":"Operational maps between molecular properties and environmental stress cracking resistance","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental stress cracking; Materials science; Crystallinity; Characterization (materials science); Flow chart; Composite material; Nanotechnology; Engineering; Engineering drawing; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005800137,0.0001246622,0.0001718918,0.0001370854,0.0004327855,0.0002921776,0.0004659249,0.00003450452,0.0001480515],"category_scores_gemma":[0.00001253063,0.00009158893,0.0000247898,0.0001855,0.001594964,0.0006154008,0.0001402338,0.0000903742,0.00001848699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000451134,"about_ca_system_score_gemma":0.0001899236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004442662,"about_ca_topic_score_gemma":0.000002241778,"domain_scores_codex":[0.9983819,0.00002798591,0.0003703702,0.0002278149,0.0007280354,0.0002639493],"domain_scores_gemma":[0.9993557,0.00001779655,0.0002350635,0.0001566559,0.00007281479,0.0001619966],"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":[0.00005315717,0.00001660897,0.0004633377,0.00000767219,0.000004692129,0.000002629915,0.001135419,0.000003749092,0.9958528,0.001570403,0.00004645942,0.0008431287],"study_design_scores_gemma":[0.0002077313,0.00006055128,0.0006727219,0.00004410511,0.00001239675,0.00001422895,0.0004198372,0.00003175424,0.997394,0.0002024325,0.0008101038,0.0001301369],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940228,0.002296424,0.0006325859,0.0003221043,0.0001861868,0.00006998437,0.00002095521,0.00001194777,0.002436967],"genre_scores_gemma":[0.9982182,0.00002143173,0.0009491669,0.0003546863,0.0002211051,0.000002260067,0.000001086729,0.000009587386,0.0002224351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004195396,"threshold_uncertainty_score":0.587671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164096646626246,"score_gpt":0.2199924752830811,"score_spread":0.2035828106204564,"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."}}