{"id":"W7023753377","doi":"","title":"Premature cracking of bridge barrier walls: emerging causes and solutions","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welding; Cracking; Bridge (graph theory); Work (physics)","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":[0.002061886,0.0005495339,0.0005967714,0.001641495,0.00277306,0.002691229,0.001863554,0.004364267,0.01005817],"category_scores_gemma":[0.008796313,0.0003950323,0.0006186562,0.002213322,0.004539281,0.004046048,0.001772393,0.003485073,0.0007882896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002161059,"about_ca_system_score_gemma":0.003083261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01418292,"about_ca_topic_score_gemma":0.01374856,"domain_scores_codex":[0.9987287,0.0001610851,0.00008884197,0.00027656,0.0003744603,0.0003704486],"domain_scores_gemma":[0.9926001,0.001977072,0.0023437,0.0007312899,0.001764765,0.0005831639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005208972,0.0003640293,0.328714,0.001470592,0.0002073339,0.040505,0.007781656,0.007286735,0.005808149,0.300753,0.02704319,0.2795455],"study_design_scores_gemma":[0.0001745115,0.0006302618,0.2013642,0.001789113,0.0003111378,0.1148683,0.04051652,0.01290557,0.01166601,0.3841251,0.2312278,0.0004214635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8107889,0.03703863,0.02409816,0.0745646,0.0008944686,0.0001173736,0.0009993118,0.0003299893,0.05116862],"genre_scores_gemma":[0.9807354,0.008522448,0.00394766,0.00108197,0.000303329,0.00001827591,0.0001477546,0.00004216376,0.00520113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418292,"threshold_uncertainty_score":0.03364789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369399145141482,"score_gpt":0.2457371817933221,"score_spread":0.2320431903419073,"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."}}