{"id":"W7162013236","doi":"10.82308/49080","title":"Experimental drying shrinkage behaviour of concrete masonry for climate change design adaptation","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Masonry; Shrinkage; Climate change; Mortar; Differential (mechanical device); Adaptation (eye)","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":[0.0001460857,0.0003043911,0.0003778469,0.0001468983,0.00006570145,0.00003799147,0.0001449538,0.0002607901,0.0001518866],"category_scores_gemma":[0.000008810205,0.0003047622,0.0001774561,0.00009848065,0.00001123624,0.0001354242,0.00001915303,0.0001328689,0.00002437419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007032148,"about_ca_system_score_gemma":0.00001787293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001375306,"about_ca_topic_score_gemma":0.00002731293,"domain_scores_codex":[0.9987988,0.00001595081,0.0004159214,0.0002475856,0.0001862956,0.000335436],"domain_scores_gemma":[0.9995345,0.00005542112,0.000099725,0.0001753321,0.00007808146,0.00005692193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004559153,0.00001688312,0.0001616285,0.00292089,0.0001649327,0.00001902468,0.0187682,0.0006947551,0.9320459,0.000198929,0.001079347,0.04347358],"study_design_scores_gemma":[0.001011404,0.000412149,0.001096351,0.0006713577,0.0003445346,0.000001953791,0.02449518,0.095005,0.8758425,0.000005486617,0.0001761838,0.0009379299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913963,0.001853094,0.0009535467,0.00000483752,0.001989085,0.002076563,0.0001712051,0.0007352219,0.0008201613],"genre_scores_gemma":[0.9916574,0.0002859062,0.002858348,0.000008199067,0.0001615006,0.00168238,0.001363539,0.0002189767,0.00176376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09431024,"threshold_uncertainty_score":0.9999405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0825086143583637,"score_gpt":0.2866463294434748,"score_spread":0.2041377150851111,"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."}}