{"id":"W4387542203","doi":"10.1016/j.scitotenv.2023.167611","title":"A life cycle analysis approach to evaluate sustainable strategies in the furniture manufacturing industry","year":2023,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Sustainability; Life-cycle assessment; Environmental economics; Resource efficiency; Environmentally friendly; Environmental impact assessment; Photovoltaic system; Sustainable consumption; Production (economics); Resource (disambiguation); Sustainable design; Business; Environmental resource management; Engineering; Environmental science; Computer science","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":[0.005040306,0.001462213,0.001081725,0.005288749,0.0009296834,0.003169429,0.001411776,0.001473794,0.003799659],"category_scores_gemma":[0.00664239,0.0006837783,0.002205628,0.002632702,0.000938779,0.002161495,0.001114614,0.001254333,0.000288448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007173658,"about_ca_system_score_gemma":0.006294992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03537789,"about_ca_topic_score_gemma":0.03308406,"domain_scores_codex":[0.9969029,0.001980036,0.00009584395,0.0001220045,0.0006435858,0.0002556314],"domain_scores_gemma":[0.9971514,0.002028011,0.000141529,0.00008961964,0.000494792,0.00009461443],"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":[0.0002042779,0.0003819962,0.005367118,0.0002905236,0.0004280911,0.0001079525,0.0001456812,0.8981036,0.002539815,0.03568083,0.0006969736,0.05605314],"study_design_scores_gemma":[0.00003950694,0.0006557256,0.002296648,0.00008589502,0.0001775207,0.00002919862,0.000385104,0.9651951,0.00227297,0.02581701,0.002990501,0.00005481601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4528264,0.00342734,0.47702,0.001162247,0.0001483174,0.001867287,0.001916157,0.0003553781,0.06127683],"genre_scores_gemma":[0.914347,0.001185469,0.07876014,0.0001445027,0.00002298005,0.0006971621,0.0006690478,0.00006306505,0.004110637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03537789,"threshold_uncertainty_score":0.07034391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352973067646462,"score_gpt":0.2518766197081565,"score_spread":0.2383468890316919,"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."}}