{"id":"W2775590643","doi":"10.1016/j.corsci.2017.12.006","title":"Corrosion of antibacterial Cu-bearing 316L stainless steels in the presence of sulfate reducing bacteria","year":2017,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Corrosion; Materials science; Metallurgy; Copper; Sulfate-reducing bacteria; Electrochemistry; Sulfate; Sulfide; Bearing (navigation); Chemistry; 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":[0.003643097,0.0001993004,0.0003729168,0.000230355,0.0008917701,0.0004712236,0.00227719,0.00008782835,0.0001717925],"category_scores_gemma":[0.0009245512,0.0001427525,0.00007983283,0.0004619008,0.00161417,0.00174386,0.0008169223,0.0001748701,0.00001802722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006600017,"about_ca_system_score_gemma":0.0002459439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003319757,"about_ca_topic_score_gemma":0.00003888195,"domain_scores_codex":[0.9968454,0.0001761366,0.0007394551,0.0006363803,0.001110947,0.0004917391],"domain_scores_gemma":[0.996958,0.0001622546,0.0008872039,0.00149939,0.0003927763,0.0001004166],"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":[0.0001192051,0.0001055146,0.009192716,0.00003548288,3.495571e-8,0.00000420294,0.001291953,0.0000368164,0.9880197,0.0002342704,0.0000291182,0.0009309508],"study_design_scores_gemma":[0.0004408413,0.0001479964,0.08874709,0.0004942911,0.000007601619,0.00001202085,0.0005175844,0.0007711481,0.9085815,0.00009094576,0.00002976513,0.000159211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956418,0.00001599763,0.00126176,0.00008104591,0.002123086,0.000420534,0.00003918651,0.00002174059,0.0003948795],"genre_scores_gemma":[0.9993837,0.000035049,0.0004070366,0.00001806616,0.00005812223,0.00001512624,0.00000385838,0.00001146997,0.00006760361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07955437,"threshold_uncertainty_score":0.6858864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369787717208018,"score_gpt":0.3196674700669598,"score_spread":0.2759695928948796,"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."}}