{"id":"W7054588609","doi":"","title":"2001. Accelerated Testing of Plain Epoxy-coated Reinforcement in Simulated Seawater Chloride Solutions","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reinforcement; Seawater; Chloride; Calibration","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001819419,0.0001476822,0.0002091855,0.00009145634,0.0001103509,0.00001441163,0.0001133093,0.00004260781,0.00349506],"category_scores_gemma":[0.0000286417,0.0001393159,0.00004613969,0.0005299921,0.00005391159,0.0001805834,0.00004153169,0.0001766856,0.00002687563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006063887,"about_ca_system_score_gemma":0.00008371535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005556002,"about_ca_topic_score_gemma":0.00001658282,"domain_scores_codex":[0.9988048,0.00002694974,0.0003900756,0.0001883344,0.0001527427,0.0004371075],"domain_scores_gemma":[0.9994237,0.0000674384,0.0001139355,0.0001835743,0.0001454213,0.00006588345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005438136,0.0006633448,0.1495206,0.00005480432,0.0002943871,0.00008327851,0.001163265,0.4795118,0.2991503,0.02943399,0.002405934,0.03717439],"study_design_scores_gemma":[0.01126133,0.0006090604,0.007475646,0.000690322,0.000130958,0.00001117812,0.000922095,0.3807856,0.4687374,0.09392735,0.03362341,0.001825639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7048539,0.00001100172,0.01059227,0.0001203496,0.0001094892,0.0003254971,0.00004703047,0.00005592237,0.2838846],"genre_scores_gemma":[0.9973271,0.000002060106,0.0008012434,0.00001895184,0.0001360526,0.00001238373,0.00008485044,0.00001498785,0.001602328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2924733,"threshold_uncertainty_score":0.9974159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04654257462695152,"score_gpt":0.2859581573890578,"score_spread":0.2394155827621063,"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."}}