{"id":"W4410199723","doi":"10.1134/s1067821224600649","title":"Influence of Heat Treatment on Electrochemical Corrosion Behavior of Cold Rolled Complex Cu-Based Alloy","year":2024,"lang":"en","type":"article","venue":"Russian Journal of Non-Ferrous Metals","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MD Precision (Canada)","funders":"","keywords":"Alloy; Corrosion; Materials science; Electrochemistry; Metallurgy; Electrode; Chemistry; Physical chemistry","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":[0.000544638,0.0002767408,0.0008114324,0.0003369824,0.00006997849,0.00005217384,0.0002720717,0.0001268484,0.0004191758],"category_scores_gemma":[0.00004313409,0.0001972946,0.0004507865,0.0003087224,0.0001409161,0.0002257353,0.00002849081,0.000199281,0.00003283344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241732,"about_ca_system_score_gemma":0.0002931066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002231493,"about_ca_topic_score_gemma":0.000003111784,"domain_scores_codex":[0.9973901,0.000154249,0.001166352,0.0002746962,0.0007187037,0.0002958863],"domain_scores_gemma":[0.9987974,0.0001421262,0.0004223385,0.0002973751,0.0001734978,0.0001672538],"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":[0.0005044996,0.0007420113,0.0003028074,0.00005499209,0.000006310422,0.00008420848,0.0001292525,0.0012735,0.996543,0.0001214798,0.00009142418,0.0001464894],"study_design_scores_gemma":[0.001375803,0.003468542,0.003380589,0.0006405075,0.0003594013,0.0001170394,0.00002594872,0.0007176056,0.9895719,0.00002170287,0.0001476797,0.0001733186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974906,0.0003587502,0.001159111,0.0001628871,0.0002789221,0.0003633496,0.00006120423,0.00002492046,0.0001002406],"genre_scores_gemma":[0.9988529,0.0000349517,0.0008577743,0.00005222134,0.00005521665,0.0000212943,0.00001027531,0.00002973049,0.00008562395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006971162,"threshold_uncertainty_score":0.804544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352376300018542,"score_gpt":0.2957971713483919,"score_spread":0.2722734083482065,"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."}}