{"id":"W4399920347","doi":"10.18280/rcma.340302","title":"Investigation of the Corrosion of Heating Treatment Medium Carbon Steel in Sulfur Aqueous Solution","year":2024,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Material Properties and Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sulfur; Corrosion; Aqueous solution; Carbon steel; Metallurgy; Materials science; Carbon fibers; Aqueous medium; Chemistry; Composite material; Organic chemistry; Composite number","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005170313,0.0002444581,0.0004133824,0.0001041107,0.0001378773,0.0001135312,0.0002569403,0.0001310711,0.00007545605],"category_scores_gemma":[0.00006949646,0.0001721664,0.0001395017,0.0004060288,0.0006326858,0.0002067364,0.0001581221,0.0001157095,0.00001901112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004130007,"about_ca_system_score_gemma":0.0001814687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004249451,"about_ca_topic_score_gemma":0.0008298748,"domain_scores_codex":[0.9979605,0.0003899681,0.0007685873,0.000362433,0.0002020625,0.0003164397],"domain_scores_gemma":[0.9989064,0.0002322865,0.0002624557,0.0003994248,0.0001279956,0.00007143822],"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":[0.0000476707,0.0000856719,0.001632884,0.003482662,0.00001360909,0.000004876105,0.003907968,0.008362663,0.9752866,0.004086912,0.00002305844,0.003065451],"study_design_scores_gemma":[0.000290516,0.000301509,0.003732127,0.007259821,0.0001213892,0.00006085115,0.0001571998,0.1354091,0.8477229,0.004103705,0.0006354509,0.0002054346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821752,0.01146377,0.002000258,0.001406905,0.001447965,0.0007774364,0.0001314543,0.00005093663,0.000546116],"genre_scores_gemma":[0.9884966,0.001542639,0.008587101,0.00001944144,0.0001414697,0.00007457948,0.00002706648,0.00003564912,0.001075457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275637,"threshold_uncertainty_score":0.7020741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07441241446146207,"score_gpt":0.2789671875458606,"score_spread":0.2045547730843986,"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."}}