{"id":"W1964188554","doi":"10.1115/ipc2002-27234","title":"Near-Neutral pH SCC Initiation and Early Propagation of X70 Pipeline Steel","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Fractography; Composite material; Stress (linguistics); Fracture mechanics; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000206264,0.0001383513,0.0001775218,0.00009989823,0.0001042646,0.0001809579,0.0001001672,0.00007022508,0.001318321],"category_scores_gemma":[0.00006805049,0.0001211692,0.00003302274,0.00007394357,0.0001596102,0.0004680148,0.00006230657,0.00008973173,0.00003960661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000155537,"about_ca_system_score_gemma":0.0000246466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005743862,"about_ca_topic_score_gemma":0.0000277575,"domain_scores_codex":[0.9988106,0.00004306052,0.0004363412,0.0002798086,0.0002822141,0.0001479987],"domain_scores_gemma":[0.9991611,0.00003576556,0.0002041869,0.0001076276,0.0004106032,0.00008074448],"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":[0.0001877318,0.0004723971,0.02649269,0.00007874284,0.000004294418,0.00001029278,0.001825341,0.00006629233,0.9292564,0.01423758,0.005138048,0.02223013],"study_design_scores_gemma":[0.005809516,0.0009881526,0.09170102,0.000725636,0.0001552272,0.0001144789,0.0004325693,0.2296577,0.6451443,0.003702614,0.02040567,0.001163064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908094,0.00007951918,0.003925711,0.0007133669,0.0004164629,0.0002023385,0.00007589918,0.00004009634,0.003737187],"genre_scores_gemma":[0.9975702,0.00009954043,0.0003124147,0.0001058999,0.0001643442,0.00002017093,0.00005152852,0.000008901463,0.001667048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2841121,"threshold_uncertainty_score":0.9995946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297440216666649,"score_gpt":0.2673054056467349,"score_spread":0.2243310034800684,"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."}}