{"id":"W3201705941","doi":"10.18280/rcma.310406","title":"Durability of Road and Bridge Concrete and Spray-Coating Waterproof Material","year":2021,"lang":"en","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Durability; Coating; Materials science; Composite material; Bridge deck; Deck","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":[0.0005246246,0.0002791125,0.0002919874,0.0006692127,0.0002125545,0.0002779947,0.000256191,0.0003382897,0.0009024307],"category_scores_gemma":[0.0008570787,0.0002251092,0.0003726592,0.0003434976,0.0003461719,0.0004304566,0.0003072274,0.0002938975,0.0001552708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769233,"about_ca_system_score_gemma":0.0003066863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854241,"about_ca_topic_score_gemma":0.003064808,"domain_scores_codex":[0.9991596,0.00004832983,0.00003760788,0.0001175803,0.0005687533,0.00006812219],"domain_scores_gemma":[0.9994804,0.0001008052,0.0001189335,0.00005477797,0.0001973654,0.00004785078],"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":[0.0001416359,0.00003871393,0.01257362,0.000218958,0.00003162003,0.0002747163,0.0002547081,0.002334603,0.9593357,0.0004413652,0.00009831575,0.02425611],"study_design_scores_gemma":[0.000009890045,0.0006558207,0.1090195,0.00003477526,0.00007479269,0.0008439263,0.0002797837,0.01203073,0.8745921,0.000198501,0.002222773,0.00003742351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992432,0.002008603,0.003665379,0.00001742482,0.00001693331,0.00001385708,0.00007553343,0.00003542785,0.001734846],"genre_scores_gemma":[0.9976029,0.0003700943,0.001008342,0.000006054555,0.00000412784,0.000005026593,0.00004846049,0.000007978511,0.0009470774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854241,"threshold_uncertainty_score":0.003686905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03627576448795038,"score_gpt":0.2518894160652984,"score_spread":0.215613651577348,"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."}}