{"id":"W2755682549","doi":"10.1002/app.45717","title":"Swelling behavior of polymeric membranes to metalworking fluids","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; École de Technologie Supérieure; Université de Montréal","funders":"Agricultural Research Service","keywords":"Swelling; Materials science; Polyurethane; Polymer; Composite material; Neoprene; Vinyl chloride; Chemical resistance; Polymer chemistry; Chemical 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":[0.001950436,0.0002207462,0.0005155671,0.0005283395,0.001007735,0.0005479364,0.003929931,0.00006025446,0.0001863877],"category_scores_gemma":[0.000062099,0.0001726725,0.0001525465,0.0007270479,0.001438723,0.001347358,0.0004283631,0.0001831752,0.00006441358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004375,"about_ca_system_score_gemma":0.0005569541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070572,"about_ca_topic_score_gemma":0.000004427352,"domain_scores_codex":[0.9965409,0.00002187622,0.0008113756,0.0004118419,0.001536589,0.0006774361],"domain_scores_gemma":[0.9971287,0.00007157814,0.001185063,0.0009284757,0.0002064349,0.0004797473],"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":[0.00005240945,0.00005662768,0.0003817056,0.000008918035,0.000004548432,0.00001329534,0.0007773159,0.00001377537,0.9792749,0.001334425,0.00001816196,0.01806397],"study_design_scores_gemma":[0.0002328718,0.0001274257,0.001977851,0.00005670017,0.00005311004,0.0000688677,0.0002255967,0.00004119579,0.9966626,0.0001150563,0.0002307429,0.0002080217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888111,0.001621188,0.0006659989,0.0003022021,0.001859896,0.000127188,0.000004673287,0.00001562852,0.006592168],"genre_scores_gemma":[0.996075,0.00004627663,0.003203387,0.0002503768,0.0002657538,0.000006672019,7.736185e-8,0.0000138676,0.0001386195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01785595,"threshold_uncertainty_score":0.7750782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528438512912098,"score_gpt":0.2961612830540044,"score_spread":0.2708768979248835,"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."}}