{"id":"W2802574407","doi":"10.5006/c2004-04158","title":"A Permeable Coating Model for Predicting the Environment at the Pipe Surface under CP-Compatible Coatings","year":2004,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Nova Chemicals (Canada)","funders":"","keywords":"Coating; Materials science; Composite material; Corrosion; Surface (topology)","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":[0.000455539,0.0008292419,0.0008140474,0.0005975771,0.0004203257,0.001088709,0.001233141,0.002386005,0.002688044],"category_scores_gemma":[0.001603766,0.0005943763,0.0008787149,0.0004200199,0.0007656578,0.000939179,0.0006457292,0.0009477644,0.0004362284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378129,"about_ca_system_score_gemma":0.001251277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03688847,"about_ca_topic_score_gemma":0.01352255,"domain_scores_codex":[0.9998141,0.00003792463,0.00001009563,0.00005878259,0.00004551737,0.00003362129],"domain_scores_gemma":[0.9994605,0.0002721332,0.00008302309,0.00002098842,0.0001320118,0.00003134384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000672385,0.000006727378,0.0002486245,0.000008596228,0.000004421821,0.00002204451,0.000007447722,0.9976906,0.0006440636,0.0006980579,0.00004763118,0.0006150709],"study_design_scores_gemma":[0.000001593419,0.000003918643,0.00004583002,7.680231e-7,0.000001466417,0.000002040309,0.000001884384,0.999691,0.00008175385,0.000129523,0.00003883284,0.000001420094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.399405,0.0006963864,0.5762381,0.000930686,0.0001204325,0.0001577143,0.001129787,0.000838233,0.02048365],"genre_scores_gemma":[0.9771952,0.0002829339,0.0135109,0.00006641774,0.00001889086,0.0001630126,0.0002834249,0.00005044297,0.008428778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03688847,"threshold_uncertainty_score":0.07334751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718481585794615,"score_gpt":0.2566430549900768,"score_spread":0.2194582391321307,"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."}}