{"id":"W2008770115","doi":"10.1016/j.electacta.2009.09.001","title":"Micro-electrochemical characterization and Mott–Schottky analysis of corrosion of welded X70 pipeline steel in carbonate/bicarbonate solution","year":2009,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":179,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Metallurgy; Corrosion; Welding; Base metal; Current density; Dissolution; Pitting corrosion; Anode; Composite material; Electrode; Chemistry","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":[0.0001445439,0.0002353,0.0002190096,0.0002565929,0.0001726191,0.0001720124,0.000332629,0.000354767,0.0009937396],"category_scores_gemma":[0.0001779709,0.0001679628,0.0001784555,0.0002213879,0.0001672148,0.0001752653,0.0001028538,0.0002639458,0.000235171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002271049,"about_ca_system_score_gemma":0.0001708635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003962908,"about_ca_topic_score_gemma":0.006196768,"domain_scores_codex":[0.999843,0.00000892008,0.000009302684,0.00002731761,0.00008241764,0.00002902121],"domain_scores_gemma":[0.9998982,0.00001466289,0.00001673922,0.000008594456,0.00005085061,0.00001092184],"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":[0.00003404686,0.000006314171,0.0002141587,0.0000126306,0.000001878705,0.00001825859,0.00002125472,0.00004376842,0.9987519,0.00001970919,0.00003013222,0.0008460124],"study_design_scores_gemma":[0.000003184753,0.0001390094,0.009574131,0.000001295786,0.000005494695,0.00009017075,0.00003913667,0.0009013538,0.9887751,0.00001345434,0.0004528943,0.000004634747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995102,0.0003538752,0.003364538,0.0000591821,0.00001082555,0.00001040894,0.0002955052,0.00008515194,0.0007183446],"genre_scores_gemma":[0.996025,0.0001854381,0.002039592,0.00001451187,0.000004318442,0.000006098122,0.0002580995,0.00000944672,0.001457554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003962908,"threshold_uncertainty_score":0.007879674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007463988522726682,"score_gpt":0.2316212444452051,"score_spread":0.2241572559224784,"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."}}