{"id":"W7024164937","doi":"","title":"Research sheds light on premature cracking of bridge barrier walls","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cracking; Bridge (graph theory); Welding; Deformation (meteorology)","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":[0.00225864,0.000264225,0.0005355513,0.0009252244,0.00153549,0.00197422,0.001199323,0.002424747,0.01817995],"category_scores_gemma":[0.01111479,0.0002952812,0.0002789228,0.0005853315,0.002505686,0.003123424,0.0009722503,0.001287754,0.00334886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004347316,"about_ca_system_score_gemma":0.001848408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658971,"about_ca_topic_score_gemma":0.003404295,"domain_scores_codex":[0.9982142,0.0003479228,0.00006834803,0.0002848962,0.0008742792,0.0002103766],"domain_scores_gemma":[0.9853864,0.004703994,0.001421209,0.001840811,0.005962483,0.0006851181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005378071,0.0005747531,0.06215292,0.003060878,0.00007134438,0.003931581,0.009219043,0.00547917,0.4507507,0.1057676,0.01970293,0.3387512],"study_design_scores_gemma":[0.00008670679,0.001748599,0.251558,0.001167347,0.0001420824,0.004510222,0.02384674,0.01284588,0.3048528,0.08914756,0.3098052,0.0002888329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834586,0.007295305,0.0185526,0.007042614,0.0009778452,0.00007282046,0.000273353,0.0001695526,0.08215724],"genre_scores_gemma":[0.9655451,0.004425956,0.003701176,0.0004294371,0.0003497998,0.00001822581,0.0002495414,0.00008557615,0.02519525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01817995,"threshold_uncertainty_score":0.06081802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700401645288363,"score_gpt":0.2870496793277399,"score_spread":0.2500456628748563,"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."}}