{"id":"W7036688321","doi":"","title":"Corrosion inhibiting systems for durable concrete bridges - Part 2: Accelerated laboratory investigation","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Chemical synthesis and alkaloids","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Reinforced concrete; Bridge (graph theory); Chloride; Field (mathematics); Laboratory test","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009013218,0.0006197288,0.000576153,0.0004261012,0.0004777698,0.0003880312,0.0006036984,0.0003575271,0.001337198],"category_scores_gemma":[0.0008178292,0.0002147124,0.0004448907,0.0002753967,0.0002886477,0.0004882042,0.0002436112,0.0006276399,0.0003357401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006065071,"about_ca_system_score_gemma":0.000682089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497777,"about_ca_topic_score_gemma":0.005847313,"domain_scores_codex":[0.9995729,0.0001226988,0.00003087897,0.00007205972,0.0001543445,0.00004708894],"domain_scores_gemma":[0.9993238,0.0001144175,0.0001856539,0.00007522837,0.0002269093,0.00007396233],"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":[0.0002371248,0.0004178887,0.0005841702,0.000220209,0.00001556543,0.00002977545,0.00004856847,0.000547245,0.9903548,0.00006023176,0.00007024903,0.007414026],"study_design_scores_gemma":[0.00003620643,0.00921486,0.002915692,0.00001235943,0.000048414,0.0001112532,0.0000383476,0.000570588,0.9852544,0.00001446331,0.001771948,0.00001143624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939321,0.001435547,0.002932028,0.00004634784,0.00001502649,0.0002529735,0.0001915298,0.00006295279,0.001131515],"genre_scores_gemma":[0.9820653,0.00219524,0.01167582,0.00004332088,0.00003079253,0.0001457786,0.000626311,0.00002798042,0.003189469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003497777,"threshold_uncertainty_score":0.006954849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620319437912144,"score_gpt":0.2315192886062602,"score_spread":0.1953160942271387,"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."}}