{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006237217,0.0004095147,0.0002291516,0.0002926454,0.0003119207,0.0002066249,0.0004330371,0.0003809996,0.002041245],"category_scores_gemma":[0.0008726228,0.000263871,0.0002995695,0.0003194063,0.0004261683,0.0002368413,0.0003812703,0.000635826,0.0003575723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799477,"about_ca_system_score_gemma":0.0002778362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200038,"about_ca_topic_score_gemma":0.008176394,"domain_scores_codex":[0.9995903,0.00003919879,0.0000282488,0.00007485356,0.0001967434,0.00007064764],"domain_scores_gemma":[0.999385,0.0001275354,0.0001083466,0.0001393524,0.0001826418,0.00005721726],"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":[0.0001796757,0.0002217975,0.00382368,0.00009176482,0.000008403729,0.0001923019,0.0005046926,0.005607121,0.9834383,0.0002227676,0.000125707,0.00558366],"study_design_scores_gemma":[0.00002127433,0.00409123,0.04564379,0.0000284307,0.00003280978,0.0001851904,0.0004839134,0.008275929,0.9375313,0.0001206818,0.003554185,0.000031306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974716,0.0000480368,0.001180481,0.000005593389,0.000007395452,0.00002569759,0.0001386597,0.00003037527,0.001092155],"genre_scores_gemma":[0.994774,0.00007942488,0.003199242,0.00001048104,0.000002643394,0.00003328277,0.0001800262,0.00002748208,0.001693456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002041245,"threshold_uncertainty_score":0.006828666,"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."}}