{"id":"W3207011469","doi":"10.1016/j.corsci.2021.109893","title":"Effect of uniaxial elastic stress on corrosion of X80 pipeline steel in an acidic soil solution containing sulfate-reducing bacteria trapped under disbonded coating","year":2021,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Coating; Materials science; Corrosion; Metallurgy; Stress (linguistics); Sulfate; Sulfate-reducing bacteria; Composite material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002469177,0.0002895293,0.0005631866,0.0003824107,0.0003657122,0.0001311028,0.0004410973,0.0001379289,0.000194327],"category_scores_gemma":[0.000804827,0.0002537052,0.00009559048,0.001302278,0.0007598656,0.0008850729,0.0002607093,0.0002324974,0.00001291829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148229,"about_ca_system_score_gemma":0.0004047837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128742,"about_ca_topic_score_gemma":0.0002223731,"domain_scores_codex":[0.9960546,0.0005352166,0.0009371761,0.0008630857,0.001059836,0.0005500582],"domain_scores_gemma":[0.9977535,0.0004547402,0.0005490571,0.0005724432,0.0004721242,0.0001981154],"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":[0.0006231618,0.0002574853,0.00359109,0.00007876245,6.780804e-8,0.000007101252,0.000515849,0.004386587,0.9885046,0.00009264133,0.000004835273,0.001937783],"study_design_scores_gemma":[0.001561784,0.001577191,0.006031763,0.001168245,0.00002377574,0.00001066326,0.0008069294,0.02589588,0.9626616,0.00002082381,7.709557e-7,0.0002405873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835343,0.00002716249,0.01458271,0.0000313659,0.001326555,0.0003335015,0.00006307929,0.00005219294,0.00004911312],"genre_scores_gemma":[0.9995781,0.00001048005,0.0002073964,0.00002609257,0.00004515013,0.00001994078,0.0000608662,0.00002159679,0.00003038541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02584305,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718810611379585,"score_gpt":0.305889708510881,"score_spread":0.2787016023970852,"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."}}