{"id":"W4297826655","doi":"10.3390/resources11080076","title":"Absolute Environmental Sustainability of Materials Dissipation: Application for Construction Sector","year":2022,"lang":"en","type":"article","venue":"Resources","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"","keywords":"Dissipation; Sustainability; Resource (disambiguation); Operationalization; Environmental economics; Environmental science; Natural resource economics; Computer science; Economics; Thermodynamics; Physics; Ecology","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":[0.001560398,0.0005613955,0.0003601661,0.001538022,0.0003908862,0.0009523446,0.0005173614,0.0006033053,0.005862047],"category_scores_gemma":[0.004541819,0.0001913298,0.0006080666,0.002578302,0.0006859665,0.001335354,0.00100182,0.000797121,0.0002891887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285641,"about_ca_system_score_gemma":0.00091697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008635087,"about_ca_topic_score_gemma":0.007911404,"domain_scores_codex":[0.9993662,0.0003232741,0.00002155624,0.00008838639,0.0001489407,0.00005168169],"domain_scores_gemma":[0.9977509,0.001463467,0.0002037721,0.0002130434,0.0003267788,0.00004211238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001427848,0.0002491782,0.02929462,0.0006239988,0.0001019329,0.0004327025,0.0005577331,0.6574404,0.00965396,0.08689043,0.001859938,0.2127523],"study_design_scores_gemma":[0.00001137238,0.0002749089,0.02346676,0.0001449991,0.00008212491,0.0002719405,0.001405089,0.869379,0.009985974,0.08010834,0.01478691,0.00008254106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4164985,0.002010531,0.5276322,0.001084431,0.0001115382,0.0002489924,0.001078994,0.0003341506,0.05100069],"genre_scores_gemma":[0.9007142,0.0007627631,0.09439819,0.00004949495,0.00002937414,0.00009369857,0.0001825981,0.00006630981,0.003703289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008635087,"threshold_uncertainty_score":0.01961052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0049095837671991,"score_gpt":0.2205680268699178,"score_spread":0.2156584431027187,"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."}}