{"id":"W2315015110","doi":"10.15554/pcij.09012010.100.125","title":"Concrete capacity design of Cazaly hangers in shallow members","year":2010,"lang":"en","type":"article","venue":"PCI Journal","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forensic engineering; Engineering; Structural engineering; Geotechnical engineering; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002037112,0.00008356892,0.0001483771,0.0001571882,0.00002207441,0.00002200907,0.00009679481,0.0000597501,0.0003807663],"category_scores_gemma":[0.0000501377,0.00007614781,0.00006004389,0.000169897,0.00002782062,0.0001056032,0.000004153737,0.0003927241,0.000004141488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002925318,"about_ca_system_score_gemma":0.00001242099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003732815,"about_ca_topic_score_gemma":0.00004385267,"domain_scores_codex":[0.9994655,0.00001648768,0.0002067559,0.00005243823,0.0001197126,0.0001390671],"domain_scores_gemma":[0.9997294,0.00003976542,0.0000345601,0.00008078879,0.00003304855,0.00008245281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006111188,0.000001052367,0.001060283,0.00002015096,0.00007373558,0.00001008042,0.0005902832,0.69235,0.3030275,0.0001035273,0.0003262921,0.002431049],"study_design_scores_gemma":[0.0005654395,0.00002365715,0.005191827,0.00003215297,0.00003569648,0.0001597594,0.0001593777,0.9537458,0.03916948,0.0001511017,0.0005395515,0.0002261133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9085749,0.0000788189,0.09001328,0.0000438722,0.0005443713,0.0000343342,0.000002489265,0.0000503358,0.0006575473],"genre_scores_gemma":[0.9908099,0.00003394043,0.009042062,0.00001104507,0.00007076729,8.067084e-7,7.277492e-7,0.0000118316,0.00001892612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.263858,"threshold_uncertainty_score":0.4169124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687265157223045,"score_gpt":0.2056752057305035,"score_spread":0.1888025541582731,"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."}}