{"id":"W4205436854","doi":"10.1002/9780470099766.ch4","title":"Corrosion Monitoring","year":2006,"lang":"en","type":"other","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Corrosion; Corrosion monitoring; Pipeline (software); Environmental science; Metallurgy; Materials science; Engineering; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007250886,0.001095367,0.001041345,0.001718535,0.0005594024,0.00186658,0.001885094,0.001174774,0.03258856],"category_scores_gemma":[0.001274621,0.0003961341,0.0006201654,0.001618818,0.0002737146,0.001891289,0.0009226187,0.001131585,0.02781416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006640301,"about_ca_system_score_gemma":0.0007795499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958745,"about_ca_topic_score_gemma":0.002648166,"domain_scores_codex":[0.9979969,0.0001038294,0.00006048251,0.0002816172,0.001460912,0.00009632263],"domain_scores_gemma":[0.9990247,0.00007898926,0.00008723774,0.00009441334,0.0006819324,0.00003263089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001774421,0.0001573517,0.001347883,0.001616831,0.00002595432,0.0001043972,0.0001063929,0.0009040562,0.06353959,0.007233181,0.1520825,0.7727043],"study_design_scores_gemma":[0.00001894778,0.0002336235,0.003418954,0.0004599185,0.00005614497,0.0006144054,0.0001109767,0.003037713,0.09128031,0.002315745,0.8984016,0.00005172115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01965599,0.07475192,0.1225866,0.006070312,0.007158664,0.0009689537,0.007342379,0.008417939,0.7530472],"genre_scores_gemma":[0.1111197,0.09413293,0.07978252,0.002947037,0.00227101,0.0003550453,0.01066699,0.001281767,0.697443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03258856,"threshold_uncertainty_score":0.1090196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016824844861577,"score_gpt":0.2607811538917594,"score_spread":0.2439563090301824,"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."}}