{"id":"W7065863214","doi":"","title":"Freeze-Thaw Damage Assessment of Internally Insulated Historic Brick Masonry Walls Under Canada’s Future Climates","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Limiting; Work (physics); Masonry veneer; Loss and damage","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004433387,0.0002479441,0.0001751318,0.0008556014,0.0006976809,0.0006771455,0.0004169881,0.0002990188,0.0006992306],"category_scores_gemma":[0.0005273783,0.0001413884,0.0002758266,0.000401138,0.000359099,0.0002559747,0.0002988478,0.0002930254,0.0001154056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537197,"about_ca_system_score_gemma":0.0007507742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1366883,"about_ca_topic_score_gemma":0.386691,"domain_scores_codex":[0.9997773,0.000009801025,0.000006915614,0.00002628046,0.0001398313,0.0000398983],"domain_scores_gemma":[0.9996046,0.00004629816,0.00007637557,0.00003253676,0.0002016916,0.00003841643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005830695,0.000114623,0.690708,0.0001881905,0.00008812544,0.001138588,0.001276629,0.06526055,0.1714161,0.0006229504,0.001010502,0.06759258],"study_design_scores_gemma":[0.000006566351,0.0001785014,0.9169767,0.00004218194,0.00006005448,0.0003314755,0.0008384399,0.03394894,0.04602829,0.00009753999,0.001461153,0.00003025137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973174,0.0001042693,0.00115193,0.000007856178,0.000004797103,0.00001204924,0.0001669011,0.00002241636,0.00121239],"genre_scores_gemma":[0.9979728,0.0000848816,0.001161763,0.000006111323,9.555606e-7,0.000005309721,0.0001532907,0.000004652403,0.0006101924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8633118,"threshold_uncertainty_score":0.2717853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145503784115385,"score_gpt":0.2669828276500446,"score_spread":0.2524324492385061,"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."}}