{"id":"W2070550418","doi":"10.1115/ipc2010-31190","title":"The Role of Electrochemical Conditions in Near-Neutral pH SCC Initiation Mechanism(s)","year":2010,"lang":"en","type":"article","venue":"2010 8th International Pipeline Conference, Volume 1","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spectra Energy (Canada); TransCanada (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cathodic protection; Electrochemistry; Coating; Materials science; Chemical engineering; Metallurgy; Composite material; Chemistry; Electrode","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006992336,0.0005607912,0.0004750308,0.00038986,0.00033522,0.0007774382,0.0005276232,0.000774427,0.001816561],"category_scores_gemma":[0.001363166,0.0004120478,0.0002581317,0.0001906422,0.0006600579,0.00091579,0.0004697593,0.0007394352,0.0004050877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00043436,"about_ca_system_score_gemma":0.0004006399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289687,"about_ca_topic_score_gemma":0.001325861,"domain_scores_codex":[0.9993758,0.00006658101,0.00003776994,0.0001096641,0.0002914686,0.0001186802],"domain_scores_gemma":[0.9990184,0.000358894,0.0001712513,0.00004691414,0.0003207663,0.00008379947],"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":[0.0003994995,0.00007511079,0.003835519,0.0003706496,0.00002690466,0.0003905788,0.0002511295,0.001761864,0.9851929,0.0005766558,0.000139752,0.00697946],"study_design_scores_gemma":[0.00002356502,0.0004559849,0.009098561,0.00002287327,0.00002075566,0.0002992387,0.0002123714,0.005193859,0.9828984,0.0004050774,0.001341939,0.00002744606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738731,0.00392453,0.0165264,0.000259021,0.00007468396,0.0002622188,0.0003204069,0.000241532,0.004518042],"genre_scores_gemma":[0.997021,0.0004939408,0.001817178,0.0000297447,0.000008527666,0.00001963458,0.00006754182,0.000007464944,0.0005349162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001816561,"threshold_uncertainty_score":0.006077051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068966732668297,"score_gpt":0.2590588775401492,"score_spread":0.2483692102134663,"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."}}