{"id":"W2983564627","doi":"10.5006/3360","title":"Reproducibility of the Corrosion Resistance of UNS S32205 and UNS S32304 Stainless Steel Reinforcing Bars","year":2019,"lang":"en","type":"article","venue":"CORROSION","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Corrosion; Materials science; Metallurgy; Reinforcement; Service life; Metallography; Composite material; Microstructure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282007,0.0003395163,0.0001785971,0.0005094092,0.0002781667,0.0003122218,0.0002914045,0.0003603038,0.0008175346],"category_scores_gemma":[0.002900117,0.0002373348,0.0002489957,0.0003149069,0.000332376,0.0001800598,0.0002823814,0.0002525498,0.0004277525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894051,"about_ca_system_score_gemma":0.0001648094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174196,"about_ca_topic_score_gemma":0.005889005,"domain_scores_codex":[0.9979091,0.0003750925,0.00027092,0.0004038074,0.0009427891,0.00009836715],"domain_scores_gemma":[0.9976218,0.0003394433,0.0003173354,0.0004647092,0.001194503,0.00006217811],"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":[0.0002015322,0.00003752756,0.01693067,0.00003510321,0.0000329068,0.00004608952,0.0002677995,0.0003504769,0.9772127,0.00007760747,0.00005862747,0.004748912],"study_design_scores_gemma":[0.000008549983,0.001535204,0.1515891,0.00001113596,0.00007081358,0.0003035588,0.0002419875,0.001899212,0.8423634,0.0000729223,0.001881273,0.00002282624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965956,0.00008069797,0.002154732,0.000007684346,0.00001028262,0.00001218786,0.0001482421,0.00002762282,0.0009628771],"genre_scores_gemma":[0.9955091,0.00004833472,0.002723167,0.0000122359,0.000003106363,0.0000169415,0.0004884935,0.00002577139,0.001172898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002174196,"threshold_uncertainty_score":0.006779969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008549950915596271,"score_gpt":0.2050761787815255,"score_spread":0.1965262278659292,"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."}}