{"id":"W4220909441","doi":"10.3390/su14074161","title":"Life Cycle Environmental Sustainability and Energy Assessment of Timber Wall Construction: A Comprehensive Overview","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Embodied energy; Life-cycle assessment; Global-warming potential; Sustainability; Environmental impact assessment; Global warming; Environmental science; Upstream (networking); Scopus; Greenhouse gas; Architectural engineering; Environmental resource management; Engineering; Climate change; Ecology; Political science; Economics","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":[0.003014577,0.001591983,0.001504787,0.01348595,0.0004886306,0.002957691,0.000941438,0.001188035,0.002784751],"category_scores_gemma":[0.004398674,0.0005494321,0.002611813,0.01282818,0.0005653708,0.003428985,0.001294242,0.0006956672,0.0005801932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523353,"about_ca_system_score_gemma":0.004530939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007491256,"about_ca_topic_score_gemma":0.01023693,"domain_scores_codex":[0.9982166,0.0004836775,0.0003191281,0.0002051022,0.0006654887,0.0001100974],"domain_scores_gemma":[0.9952691,0.003032021,0.0005065294,0.000108834,0.001026383,0.0000571392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001061321,0.0001178479,0.005857084,0.1649351,0.00119929,0.0004009635,0.0007502839,0.01034684,0.003617275,0.01722367,0.01146402,0.7839814],"study_design_scores_gemma":[0.00001262496,0.0004548299,0.02294629,0.1462274,0.002948668,0.001028154,0.002533489,0.003754147,0.005111238,0.02134914,0.7934187,0.0002153003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006086649,0.9789281,0.004449761,0.0007313217,0.0001753583,0.0001081431,0.001353261,0.00003743219,0.008129875],"genre_scores_gemma":[0.0337478,0.9583334,0.005406544,0.0002912836,0.0001447455,0.0001332057,0.001075679,0.00002592908,0.0008413242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01348595,"threshold_uncertainty_score":0.01830828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007254528514722604,"score_gpt":0.2590861435291059,"score_spread":0.2518316150143833,"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."}}