{"id":"W2019787360","doi":"10.1115/ipc2002-27267","title":"Permeable Coatings and CP Compatibility","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Nova Chemicals (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Cathodic protection; Coating; Materials science; Epoxy; Polyolefin; Composite material; Compatibility (geochemistry); Cracking; Metallurgy; Forensic engineering; Anode","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001825021,0.0001089818,0.0001400043,0.0000501818,0.000123404,0.0001810589,0.00009145183,0.00004191127,0.00675309],"category_scores_gemma":[0.00006320878,0.00009218162,0.00002254709,0.00003470536,0.0001327051,0.0002358353,0.00008431065,0.00007403592,0.0000936959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001391051,"about_ca_system_score_gemma":0.000009857694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006812889,"about_ca_topic_score_gemma":0.00003832437,"domain_scores_codex":[0.999078,0.00002901278,0.0002559276,0.0002842812,0.0002148198,0.000137909],"domain_scores_gemma":[0.9994926,0.00003798634,0.00008017383,0.0001042506,0.0001959998,0.00008900489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008843008,0.0005217303,0.05702338,0.0000557942,0.000002780531,0.00001580811,0.001905754,0.00002133988,0.8536371,0.01598192,0.03633018,0.03441582],"study_design_scores_gemma":[0.005775343,0.0007340964,0.0530455,0.0005648906,0.0001152873,0.0003130078,0.001335637,0.4169216,0.2129851,0.0086162,0.2977451,0.00184825],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848673,0.00009093979,0.001731821,0.00110205,0.0003976662,0.0001143988,0.00006457103,0.0000510191,0.01158017],"genre_scores_gemma":[0.9956214,0.0000765085,0.0002441996,0.0002719402,0.0001053237,0.00001231692,0.00002669719,0.000005080415,0.00363653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6406519,"threshold_uncertainty_score":0.9941549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237884221319333,"score_gpt":0.2721353107346987,"score_spread":0.2197564685215054,"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."}}