{"id":"W1998181747","doi":"10.5006/1.3277530","title":"Influence of Nitrate and Chloride Ions on the Corrosion of Iron","year":2003,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Corrosion; Chloride; Nitrate; Ion; Metallurgy; Inorganic chemistry; Materials science; Chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004128023,0.0001269036,0.0001755113,0.00006035117,0.0001585212,0.00001778706,0.0001262999,0.0000687078,0.0001993585],"category_scores_gemma":[0.0002137904,0.00008173572,0.00004609977,0.0001727926,0.0001965229,0.0001364396,0.00005221208,0.00009838572,0.00003559819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001895064,"about_ca_system_score_gemma":0.00003052711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002366428,"about_ca_topic_score_gemma":0.000006067565,"domain_scores_codex":[0.9989291,0.0001052654,0.0003160856,0.0002200059,0.0002743469,0.0001551716],"domain_scores_gemma":[0.9991316,0.0001678102,0.0002009212,0.0003283157,0.0001150579,0.00005626319],"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":[0.00007361859,0.00007291956,0.001809801,0.00001931486,1.894602e-8,5.525221e-7,0.0001635205,0.0002878186,0.9944633,0.002914245,0.0001448991,0.00005004998],"study_design_scores_gemma":[0.0002315611,0.0002672421,0.00418484,0.0001951771,0.00001368482,0.000005830523,0.000114265,0.00004361296,0.9943694,0.0003781975,0.0001055529,0.00009055962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983218,0.00004517073,0.0006543075,0.00005629091,0.0002156033,0.0002221282,0.00002320483,0.00002185611,0.0004395845],"genre_scores_gemma":[0.9996395,0.00006895734,0.00005174509,0.00009254879,0.000009608902,0.00001409645,0.000003493834,0.000009985369,0.0001100695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002536048,"threshold_uncertainty_score":0.3333086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747138939599769,"score_gpt":0.2431936296391433,"score_spread":0.2257222402431456,"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."}}