{"id":"W7127207551","doi":"","title":"Assessing whole life carbon impacts of retrofitting Canada’s 19th and early 20th century homes towards net-zero","year":2025,"lang":"en","type":"article","venue":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrofitting; Greenhouse gas; Baseline (sea); Government (linguistics); Sustainability; Legislation; Climate change; Embodied energy; Payback period","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":[0.001004078,0.0007587496,0.0002756523,0.0007145219,0.00114508,0.001099563,0.0007862782,0.0004670292,0.000897129],"category_scores_gemma":[0.001162015,0.0001945327,0.000702947,0.001155166,0.0006813987,0.0006399604,0.0004948862,0.0005199906,0.0001096862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01917166,"about_ca_system_score_gemma":0.01065192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9111556,"about_ca_topic_score_gemma":0.9608379,"domain_scores_codex":[0.9989734,0.00007640242,0.00002115646,0.00006920371,0.0006709517,0.0001889269],"domain_scores_gemma":[0.9993421,0.00006335977,0.00005030669,0.00003986329,0.0004603514,0.00004404888],"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":[0.001426254,0.0006331245,0.3113924,0.0005222313,0.0004921205,0.001182805,0.0008557017,0.5437585,0.03684699,0.006511732,0.003842157,0.09253588],"study_design_scores_gemma":[0.00009355464,0.001644072,0.7536904,0.0001022752,0.0003495287,0.0002619432,0.003868037,0.1848053,0.03844627,0.001646821,0.01491766,0.0001742249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905652,0.0001351361,0.001549948,0.00007395635,0.00001041951,0.00009081842,0.001225284,0.00003177518,0.00631752],"genre_scores_gemma":[0.9945984,0.0001989981,0.002519567,0.00002618535,0.000001692593,0.00002893562,0.001017181,0.0000114157,0.001597606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08884436,"threshold_uncertainty_score":0.1787351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004098658242542038,"score_gpt":0.2338373061755293,"score_spread":0.2297386479329872,"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."}}