{"id":"W4367052367","doi":"10.26434/chemrxiv-2023-mv05n","title":"CO2 permeation through fusion-bonded epoxy coating in humid environments","year":2023,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coating; Carbonation; Epoxy; Materials science; Wollastonite; Composite material; Permeation; Porosity; Chemical engineering; Dielectric spectroscopy; Membrane; Chemistry; Electrochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005000088,0.0002863412,0.0003732916,0.0001311561,0.0001415633,0.0001149055,0.000378907,0.0002924539,0.0008863627],"category_scores_gemma":[0.0002684258,0.0002989355,0.00008147923,0.0002427293,0.00007694041,0.0001492737,0.0005215078,0.0003844645,0.001238121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309253,"about_ca_system_score_gemma":0.0001106469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002358419,"about_ca_topic_score_gemma":0.00002422015,"domain_scores_codex":[0.9977348,0.00008929855,0.000596666,0.0007254612,0.0004502293,0.0004035347],"domain_scores_gemma":[0.9989144,0.0001311837,0.0003266931,0.0005264308,0.00002613573,0.00007516696],"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":[0.00001405798,0.00009959831,0.00293537,0.00009817388,0.00000706039,0.00001895814,0.002079198,0.001664099,0.9919816,0.0004314314,0.0005443316,0.0001260849],"study_design_scores_gemma":[0.00196104,0.00006573102,0.05218244,0.0005532894,0.00005460693,0.000004863953,0.0005633351,0.01120371,0.8821886,0.04476934,0.004898508,0.001554545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899345,0.000142722,0.001987559,0.0002475624,0.0009012179,0.0004652139,0.00001039583,0.0002127195,0.006098109],"genre_scores_gemma":[0.9959679,0.000110337,0.001042178,0.0001837421,0.0002048454,0.0001375191,0.0001999346,0.0000480788,0.002105484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109793,"threshold_uncertainty_score":0.9999463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04647995175076117,"score_gpt":0.2822750840385732,"score_spread":0.235795132287812,"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."}}