{"id":"W7023782315","doi":"","title":"Parametric macro-modelling of old Canadian brick masonry walls under in-plane loading","year":2023,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Parametric statistics; Masonry; Brick; Masonry veneer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005803718,0.0004160043,0.0005852441,0.001367537,0.0002874817,0.00005001958,0.0004817593,0.0003007723,0.0004152468],"category_scores_gemma":[0.0001162998,0.000450904,0.0002267281,0.003551352,0.00004186045,0.0004293224,0.00008207134,0.0007430349,0.0003054167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801751,"about_ca_system_score_gemma":0.00002412691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02620815,"about_ca_topic_score_gemma":0.0206417,"domain_scores_codex":[0.9972885,0.0001040285,0.0006843595,0.0005188769,0.0004196048,0.0009846101],"domain_scores_gemma":[0.9986333,0.00025751,0.00009931831,0.0004809326,0.00008382376,0.0004450695],"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":[0.00002426596,0.00001129318,0.001393795,0.0003035685,0.0003308445,0.0002863421,0.00001603364,0.9113029,0.0220776,0.03489961,0.00001168811,0.02934201],"study_design_scores_gemma":[0.003670732,0.0002521655,0.01891602,0.001022632,0.0007310951,0.0002078599,0.001003068,0.7176796,0.1567959,0.048002,0.04587569,0.005843234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853809,0.0001670226,0.000003067825,0.00002468857,0.0003429184,0.000194726,0.0003722288,0.0003302879,0.01318409],"genre_scores_gemma":[0.9981641,0.0003243627,0.0004109131,0.000115681,0.00002732437,0.00001787005,0.00009170248,0.00008799952,0.0007600139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1936233,"threshold_uncertainty_score":0.9997942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093437639759243,"score_gpt":0.2049509287604317,"score_spread":0.1840165523628393,"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."}}