{"id":"W3022572383","doi":"10.1007/s11367-020-01743-7","title":"Modeling life-cycle social assessment in sustainable pavement management at project level","year":2020,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China","keywords":"Analytic hierarchy process; Social impact assessment; Process (computing); Business; Environmental economics; Environmental resource management; Engineering; Environmental planning; Computer science; Environmental science; Operations research; Economics","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":[0.001846296,0.0006138664,0.0007046941,0.0008326287,0.0007476969,0.001939792,0.001606942,0.001810237,0.004048516],"category_scores_gemma":[0.005849522,0.0005852528,0.000917741,0.0008631685,0.001133453,0.002212415,0.00140975,0.001045675,0.0002809097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260194,"about_ca_system_score_gemma":0.002820705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04478433,"about_ca_topic_score_gemma":0.03999328,"domain_scores_codex":[0.9991009,0.0005010352,0.00002607817,0.0001032175,0.0001207414,0.0001479397],"domain_scores_gemma":[0.9974221,0.001831764,0.0001975715,0.00008381555,0.0003027655,0.0001620114],"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":[0.000008760498,0.00003462248,0.001027697,0.000009757909,0.0000152366,0.00002260786,0.00003447395,0.9888665,0.0000969078,0.007856048,0.0001053746,0.001922028],"study_design_scores_gemma":[0.000001873696,0.000006836611,0.0002229443,0.000002142129,0.000004435243,0.000002338207,0.00002796781,0.9951943,0.00004413183,0.004315889,0.0001745759,0.000002628998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5620846,0.0003719914,0.4000943,0.00156881,0.00008312561,0.000201987,0.0005168245,0.0001833819,0.03489511],"genre_scores_gemma":[0.9825978,0.0001192004,0.01132444,0.00005252368,0.00001848092,0.00009760021,0.0001170655,0.00003851615,0.005634466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04478433,"threshold_uncertainty_score":0.08904731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004955616445917,"score_gpt":0.3154457992272615,"score_spread":0.2753962430628024,"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."}}