{"id":"W84959821","doi":"","title":"Near Neutral pH SCC: Crack Propagation in Susceptible Oil Environments","year":2001,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Materials science; Petroleum engineering; Composite material; Environmental science; Metallurgy; Chemistry; Forensic engineering; Environmental chemistry; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002342827,0.0001461137,0.0001423159,0.00007369356,0.0001785332,0.0001000263,0.0001352457,0.00009722742,0.001372923],"category_scores_gemma":[0.00002123214,0.0001320326,0.00004500108,0.000197178,0.00007657816,0.0004668965,0.00007640374,0.0001181075,0.001469157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336652,"about_ca_system_score_gemma":0.00002596501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006303268,"about_ca_topic_score_gemma":0.00006590329,"domain_scores_codex":[0.9987344,0.00007087854,0.0002840217,0.0003520964,0.0002537446,0.0003048525],"domain_scores_gemma":[0.9995435,0.00001588509,0.00008747305,0.0002509645,0.00001822579,0.00008398316],"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":[0.00006831175,0.0001660044,0.01114176,0.000007381519,1.253566e-8,0.00001214371,0.000148023,0.0002678391,0.9850624,0.00001750419,0.0004195299,0.002689131],"study_design_scores_gemma":[0.0007685705,0.0002108149,0.00851765,0.0001025749,0.000007573329,0.00001461253,0.00006944661,0.00140783,0.9838629,0.00006389826,0.004753487,0.0002205837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961229,0.00003818118,0.002286208,0.0001017577,0.0005631881,0.0001378281,0.000005973082,0.00006393633,0.0006800054],"genre_scores_gemma":[0.9972259,0.0001088858,0.0002080262,0.0001133355,0.00006896225,0.00003554928,0.00004557319,0.00001818275,0.002175613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004333957,"threshold_uncertainty_score":0.99954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812165784943612,"score_gpt":0.2495363448834212,"score_spread":0.2314146870339851,"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."}}