{"id":"W7056490206","doi":"","title":"Évaluation de la performance de systèmes anticorrosion pour tabliers de ponts en béton armé","year":2005,"lang":"fr","type":"article","venue":"NPARC","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Materials testing; High-temperature corrosion; Corrosion monitoring","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045567,0.0001891502,0.0001733056,0.00008207408,0.0001174262,0.0001050434,0.000160865,0.0002495817,0.0002066708],"category_scores_gemma":[0.0001182171,0.0002162398,0.00006057347,0.0001837452,0.00004748911,0.0003490805,0.00003536303,0.0003032191,0.0001427991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033342,"about_ca_system_score_gemma":0.0002235464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008350714,"about_ca_topic_score_gemma":0.00002089914,"domain_scores_codex":[0.9985644,0.000179211,0.0002408611,0.0001734103,0.0001931588,0.0006489988],"domain_scores_gemma":[0.9993981,0.0001512156,0.00004784109,0.0001854559,0.00004038817,0.0001769954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002047463,0.0001192617,0.09646098,0.0001851604,0.00002629441,0.00001366584,0.001724567,0.2161915,0.531884,0.001179551,0.001323173,0.1508715],"study_design_scores_gemma":[0.0004066712,0.00003307358,0.1033663,0.000169561,0.00006670276,0.0000649903,0.00008304197,0.7946366,0.09861688,0.001089862,0.001266128,0.000200195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675505,0.0006221634,0.02583075,0.0009801009,0.0002773594,0.0001214335,0.000008624379,0.0001174748,0.004491667],"genre_scores_gemma":[0.9492532,0.001140679,0.04808316,0.0001144295,0.0004836677,0.00001543676,0.000005568786,0.00004503974,0.0008588437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5784451,"threshold_uncertainty_score":0.8818004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070129463566719,"score_gpt":0.2410086753335801,"score_spread":0.2303073806979129,"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."}}