{"id":"W2569527345","doi":"10.14359/51689457","title":"Conventional and High-Strength Hooked Bars—Part 2: Data Analysis","year":2017,"lang":"en","type":"article","venue":"ACI Structural Journal","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Electric Power Research Institute; Charles Pankow Foundation","keywords":"Forensic engineering; Structural engineering; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001365307,0.0002556166,0.0003565077,0.0001685247,0.0006507086,0.0007202257,0.00113405,0.0001033781,0.0009235745],"category_scores_gemma":[0.00008463887,0.0002148348,0.0001286815,0.00009195652,0.0001636939,0.001262062,0.0002926297,0.0004703567,0.00001178295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005336901,"about_ca_system_score_gemma":0.00002536935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004333994,"about_ca_topic_score_gemma":0.000008834775,"domain_scores_codex":[0.9986168,0.0000212305,0.0003723746,0.0002656166,0.0003629978,0.0003609568],"domain_scores_gemma":[0.9984179,0.00003526754,0.0002009541,0.001008003,0.0000758147,0.0002620511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003028876,0.000002676889,0.3203818,0.0001939191,0.01728463,0.001313013,0.0006823794,0.01339229,0.04295516,0.01053785,0.01820787,0.5747455],"study_design_scores_gemma":[0.001759641,0.00004521828,0.9370643,0.00004054151,0.001556037,0.001241884,0.00006305718,0.04912534,0.004156551,0.001476472,0.002732941,0.0007380271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970368,0.0002960244,0.0005675441,0.0001321628,0.00130242,0.00006533014,0.0001984397,0.00008388534,0.0003174367],"genre_scores_gemma":[0.9938698,0.0001523548,0.005120094,0.00002030673,0.0004985866,0.000001168339,0.0001582271,0.00002267584,0.000156743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6166825,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473213667379968,"score_gpt":0.2723725792203022,"score_spread":0.2476404425465026,"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."}}