{"id":"W2590717305","doi":"10.1007/s00015-016-0259-7","title":"Corrosion of carbon steel in clay environments relevant to radioactive waste geological disposals, Mont Terri rock laboratory (Switzerland)","year":2017,"lang":"en","type":"article","venue":"Swiss Journal of Geosciences","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"Japan Atomic Energy Agency; École Polytechnique Fédérale de Lausanne; Nationale Genossenschaft für die Lagerung radioaktiver Abfälle; Nuclear Waste Management Organization","keywords":"Corrosion; Mackinawite; Carbon steel; Metallurgy; Magnetite; Siderite; Materials science; Goethite; Bentonite; Carbon fibers; Dielectric spectroscopy; Radioactive waste; Electrochemistry; Geology; Nuclear chemistry; Pyrite; Composite material; Chemistry; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002703961,0.0003766154,0.0001518285,0.0004241354,0.0006333194,0.0003842608,0.0003516219,0.0005282414,0.0007044832],"category_scores_gemma":[0.0001821997,0.0001203206,0.0002134245,0.0002336198,0.0002359628,0.0001289193,0.0002816434,0.0002506413,0.0002857072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004677311,"about_ca_system_score_gemma":0.0005764235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388089,"about_ca_topic_score_gemma":0.01809824,"domain_scores_codex":[0.9996247,0.00005382951,0.00001471061,0.00008865715,0.0001688931,0.00004926858],"domain_scores_gemma":[0.9998326,0.00001784495,0.00002976356,0.000009584583,0.00007813087,0.00003192854],"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":[0.0002165332,0.00008556091,0.005683105,0.00009259106,0.00001272421,0.0003474383,0.0002039096,0.0004236491,0.9889488,0.00004742363,0.0002139607,0.003724175],"study_design_scores_gemma":[0.00003188862,0.001986751,0.08545081,0.00002615149,0.00004719687,0.0008787916,0.0005437246,0.003159566,0.9034857,0.00004802175,0.004313712,0.00002777478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972354,0.0003303263,0.0008530985,0.00008654847,0.00001038658,0.00002876231,0.0002306964,0.00006302753,0.001161869],"genre_scores_gemma":[0.9938904,0.0003193877,0.002154395,0.00002536723,0.00001343492,0.00003362882,0.0008456998,0.00001274049,0.002705068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388089,"threshold_uncertainty_score":0.02760017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641792420970065,"score_gpt":0.2672468733914088,"score_spread":0.2508289491817082,"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."}}