{"id":"W772106541","doi":"","title":"Long-life Fluoropolymer Resins for Bridge Coatings","year":2006,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluoropolymer; Materials science; Durability; Corrosion; Composite material; Polymer","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":[0.0001356593,0.00018152,0.0002039637,0.0001689817,0.0001290392,0.0001508885,0.0001366372,0.0001109459,0.00002408634],"category_scores_gemma":[0.0004165811,0.000206347,0.00007199599,0.0003590954,0.0001773248,0.0001780519,0.00005011075,0.00008754422,0.000008790872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339133,"about_ca_system_score_gemma":0.0002777943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247377,"about_ca_topic_score_gemma":0.001260906,"domain_scores_codex":[0.9986972,0.00002760181,0.0003634187,0.000226227,0.0001322601,0.0005533024],"domain_scores_gemma":[0.9992498,0.0001221638,0.00003944942,0.0002449114,0.00009960913,0.0002441032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000006936908,0.0000459653,0.1213711,0.0001185691,0.00001238464,0.000001995015,0.00009704492,0.0002224564,0.0000949535,0.8534129,0.02151293,0.003102785],"study_design_scores_gemma":[0.002112432,0.00004944035,0.8699812,0.00003078487,0.0000283278,0.00002786817,0.0002082149,0.04599287,0.0003073973,0.01493821,0.06568877,0.0006344351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639069,0.0006142464,0.0112009,0.00747171,0.0003624243,0.000466537,0.001380738,0.0003235435,0.01427293],"genre_scores_gemma":[0.998213,0.00005092401,0.0002488603,0.0008575166,0.000271168,0.00003469221,0.0001234824,0.00001869336,0.00018165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8384746,"threshold_uncertainty_score":0.9941022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771046154864923,"score_gpt":0.263298780803678,"score_spread":0.2455883192550287,"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."}}