{"id":"W4375935074","doi":"10.2139/ssrn.4441476","title":"Co2 Permeation Through Fusion-Bonded Epoxy Coating in Humid Environments","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Permeation; Epoxy; Coating; Fusion; Materials science; Composite material; Chemical engineering; Chemistry; Engineering; Membrane","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001303757,0.0003819968,0.0003262625,0.0001466249,0.0003116294,0.0004616794,0.0002070331,0.0003537963,0.002212624],"category_scores_gemma":[0.0001832559,0.0001692719,0.0001646677,0.0001734719,0.0002398238,0.0006549724,0.0002114333,0.0004768669,0.0005579899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544888,"about_ca_system_score_gemma":0.0001454401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204341,"about_ca_topic_score_gemma":0.001715977,"domain_scores_codex":[0.9998506,0.0000113216,0.000003789274,0.00004596884,0.00002921495,0.00005904329],"domain_scores_gemma":[0.9998943,0.00003988068,0.00001732443,0.000011795,0.00002407755,0.00001269955],"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":[0.000290293,0.00001371401,0.0001395551,0.00007113713,0.000005766623,0.00008690869,0.00005191426,0.0001879498,0.9973764,0.00008649453,0.0001055137,0.00158419],"study_design_scores_gemma":[0.000003097558,0.00006004559,0.0006319974,0.0000024627,0.000005195068,0.00002863922,0.00002843061,0.0006073033,0.9982051,0.00001239352,0.000411817,0.000003451933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955883,0.0007621978,0.0008326811,0.00003501061,0.00003550052,0.000007605705,0.0001608483,0.00004583006,0.00253214],"genre_scores_gemma":[0.9968743,0.0003801853,0.0003001839,0.00001502761,0.000008540709,0.000004133958,0.000105795,0.00003063199,0.002281232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212624,"threshold_uncertainty_score":0.007401943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012268212464522,"score_gpt":0.2641292960155309,"score_spread":0.2340066138908857,"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."}}