{"id":"W2095602480","doi":"10.1002/maco.200403827","title":"Using pit solution chemistry for evaluation of metastable pitting stability of austenitic stainless steel","year":2005,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Supersaturation; Pitting corrosion; Metallurgy; Austenitic stainless steel; Metastability; Electrode; Corrosion; Alloy; Saturation (graph theory); Analytical Chemistry (journal); Materials science; Chemistry; Current density; Thermodynamics; Physics; Physical chemistry; Mathematics","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":[0.0002820574,0.0002200121,0.0001920934,0.0004109148,0.0001528074,0.0001912418,0.0002194496,0.0002003244,0.0008812077],"category_scores_gemma":[0.0005189436,0.0001508803,0.0001615754,0.0002332399,0.0001860105,0.0002476434,0.0001289797,0.000236087,0.0001638133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698731,"about_ca_system_score_gemma":0.0001457297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332001,"about_ca_topic_score_gemma":0.002119706,"domain_scores_codex":[0.9997665,0.00003216499,0.00001538664,0.00003680286,0.0001296891,0.00001940597],"domain_scores_gemma":[0.9996892,0.00006430148,0.00006423706,0.00001686001,0.0001438752,0.00002151354],"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":[0.00002440685,0.000002513742,0.0003899224,0.00001805101,0.000002406902,0.000017643,0.00002104847,0.00007102512,0.9982029,0.00002666751,0.000006982784,0.001216481],"study_design_scores_gemma":[0.000002439355,0.0001889112,0.004389126,0.000001866158,0.00000658796,0.00009316816,0.00002343727,0.00181873,0.9931766,0.00002316436,0.0002717518,0.000004129439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830583,0.000656767,0.01535878,0.0000243715,0.00001136367,0.00002430095,0.0001671049,0.00008350071,0.0006155184],"genre_scores_gemma":[0.9926826,0.0002595274,0.006194082,0.00000683138,0.000004231058,0.00001292347,0.0001418409,0.00001403673,0.0006839046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001332001,"threshold_uncertainty_score":0.002947867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08087114390625298,"score_gpt":0.3286421723510322,"score_spread":0.2477710284447792,"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."}}