{"id":"W4406211720","doi":"10.1016/j.pes.2025.100050","title":"The durability of innovative blocks through cyclic testing and actual climate exposure","year":2025,"lang":"en","type":"article","venue":"Progress in Engineering Science","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Durability; Environmental science; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004839,0.0003727469,0.0002558371,0.0007033759,0.0004315422,0.000659192,0.0007505821,0.0006516392,0.003656299],"category_scores_gemma":[0.002322035,0.0002632632,0.0003355758,0.00054969,0.0007721985,0.0009062479,0.0006006632,0.000566249,0.0003713842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004714866,"about_ca_system_score_gemma":0.0003250086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436408,"about_ca_topic_score_gemma":0.003128531,"domain_scores_codex":[0.9991254,0.00007542699,0.00004721721,0.0001485348,0.0004518112,0.0001517223],"domain_scores_gemma":[0.9983712,0.0003668485,0.0001953476,0.0003880852,0.0005761562,0.0001024736],"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":[0.0007389388,0.0002804618,0.009981374,0.0001397923,0.00004555334,0.0002386512,0.0009716872,0.01170931,0.9521108,0.000949447,0.0004579336,0.02237621],"study_design_scores_gemma":[0.00002479315,0.002380898,0.04359089,0.00003074023,0.00009982342,0.0003593261,0.000659768,0.01898941,0.9294901,0.0005343308,0.003776484,0.00006338232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958165,0.000165549,0.002123578,0.00001933411,0.00002932543,0.00001555138,0.0002161403,0.00006023847,0.001553812],"genre_scores_gemma":[0.9980088,0.00005938577,0.0008237023,0.00001055843,0.000004399907,0.0000103036,0.0001126878,0.00002832482,0.0009418214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003656299,"threshold_uncertainty_score":0.01223153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008867596608893023,"score_gpt":0.2464996770655795,"score_spread":0.2376320804566865,"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."}}