{"id":"W2588645705","doi":"10.1557/adv.2017.207","title":"Corrosion processes and microbial activity of carbon steel in the context of geological repository in clay environment","year":2016,"lang":"en","type":"article","venue":"MRS Advances","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Japan Atomic Energy Agency; Nuclear Waste Management Organization","keywords":"Mackinawite; Materials science; Goethite; Metallurgy; Corrosion; Siderite; Carbon steel; Context (archaeology); Anoxic waters; Lepidocrocite; Dielectric spectroscopy; Carbon fibers; Metal; Environmental chemistry; Electrochemistry; Composite material; Geology; Carbonate; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001290202,0.0002559684,0.0001824958,0.0003197683,0.000197655,0.0004258032,0.0002166632,0.0003684921,0.0008101441],"category_scores_gemma":[0.0002155627,0.00009229263,0.0001954653,0.0003303155,0.0002255903,0.0001969896,0.000155857,0.0002404835,0.0001630886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004262584,"about_ca_system_score_gemma":0.0003287108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0120913,"about_ca_topic_score_gemma":0.0128149,"domain_scores_codex":[0.9998247,0.00002769246,0.000008370054,0.00002485593,0.00005381641,0.00006051757],"domain_scores_gemma":[0.9998547,0.000019129,0.00003444912,0.000005287979,0.00006149535,0.00002497237],"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":[0.000749735,0.00009642781,0.02383408,0.0001314987,0.00004096384,0.0003164066,0.0001838993,0.001180364,0.9685103,0.0003516235,0.0002205643,0.004384117],"study_design_scores_gemma":[0.00001497645,0.00128806,0.2675182,0.00001999759,0.0000903421,0.0005864603,0.001270818,0.01239021,0.7136229,0.0002657308,0.002882592,0.00004976282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998682,0.0002839502,0.0001307341,0.00002708573,0.000003155271,0.000002468828,0.000125045,0.000004961363,0.0007405788],"genre_scores_gemma":[0.9990788,0.0001534885,0.00009969123,0.000004129794,0.000002622084,0.000001129532,0.000138789,0.000001273873,0.0005200766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120913,"threshold_uncertainty_score":0.02404183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251544643051853,"score_gpt":0.23593697110026,"score_spread":0.2234215246697415,"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."}}