{"id":"W1882869454","doi":"10.1016/j.corsci.2015.09.023","title":"The effect of magneticfield on biomineralization and corrosion behavior of carbon steel induced by iron-oxidizing bacteria","year":2015,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":150,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Biomineralization; Corrosion; Oxidizing agent; Carbon steel; Iron bacteria; Metallurgy; Materials science; Carbon fibers; Electrochemistry; Chemical engineering; Chemistry; Bacteria; Composite material; Geology; Electrode","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":[0.001540359,0.0001686072,0.0002321397,0.0001289084,0.0002494974,0.0001054821,0.0003531516,0.00008844892,0.00002065352],"category_scores_gemma":[0.000412538,0.0001099318,0.00003485071,0.000477096,0.0005779348,0.0002661603,0.0002097329,0.00008619711,0.000005333016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005761982,"about_ca_system_score_gemma":0.00007438666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007399011,"about_ca_topic_score_gemma":0.000006919304,"domain_scores_codex":[0.9979843,0.0001512953,0.0004214332,0.0003998632,0.0007807944,0.000262285],"domain_scores_gemma":[0.9986863,0.0001883654,0.0003116931,0.0004104654,0.0002392842,0.0001639244],"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":[0.0001537596,0.0000402741,0.003589746,0.00001294412,2.122339e-8,3.725272e-7,0.0001605268,0.00000390678,0.9940351,0.00003790668,0.0001206204,0.001844832],"study_design_scores_gemma":[0.0005945797,0.002014463,0.00357385,0.00009514025,0.00001955571,0.000004354099,0.0001106148,0.0004570259,0.9929633,0.000007555123,0.00003679154,0.0001227952],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980023,0.00007713906,0.0001424455,0.00004072514,0.001151356,0.0004215516,0.00001588311,0.0000275743,0.0001210418],"genre_scores_gemma":[0.9997245,0.00002336321,0.00009393482,0.0000194268,0.00001739101,0.00003160004,0.00000552942,0.00001052083,0.00007374094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001974189,"threshold_uncertainty_score":0.4482889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440574316485256,"score_gpt":0.2845985145732935,"score_spread":0.260192771408441,"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."}}