{"id":"W2299109757","doi":"10.1061/ciegag.0000941","title":"Research Briefs: Canadian Research Center Seeks Best Ways of Reinforcing Masonry","year":2008,"lang":"en","type":"article","venue":"Civil engineering","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Masonry; Center (category theory); Engineering; Research center; Forensic engineering; Civil engineering; Political science; Law","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":[0.0005341743,0.0001306351,0.000153723,0.0008654707,0.0001946584,0.00003135213,0.0002122273,0.0001787074,0.0001386519],"category_scores_gemma":[0.00009934126,0.0001486624,0.00005198943,0.0008093975,0.0001029898,0.0002021695,0.00003111295,0.000986984,0.00009321398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003342156,"about_ca_system_score_gemma":0.0001392072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007085267,"about_ca_topic_score_gemma":0.0106898,"domain_scores_codex":[0.9983968,0.00002489218,0.0002651612,0.0001699768,0.0004547115,0.000688442],"domain_scores_gemma":[0.9990711,0.0001079591,0.00001099741,0.0003028333,0.0003025848,0.000204584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002898279,0.0000613682,0.00942238,0.001530644,0.0003203666,0.0005420506,0.007506892,0.6565107,0.06514192,0.04700043,0.1878179,0.02411635],"study_design_scores_gemma":[0.0008467455,0.0001937008,0.003244595,0.0008127435,0.00001102396,0.0005397892,0.001173919,0.4166516,0.03740175,0.0002438717,0.5380336,0.0008466399],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7428932,0.00206941,0.02219586,0.001025774,0.002053814,0.0007247292,0.00005783961,0.0008154232,0.228164],"genre_scores_gemma":[0.9987405,0.0001540117,0.0004555004,0.00002520398,0.0002701838,0.00003004072,0.00001114794,0.00004786858,0.0002655524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3502157,"threshold_uncertainty_score":0.9995266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06568011536768528,"score_gpt":0.2623629009636148,"score_spread":0.1966827855959295,"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."}}