{"id":"W2125054780","doi":"10.1139/l04-101","title":"Indicators and framework for assessing sustainable infrastructure","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Civil infrastructure; Computer science; Performance indicator; Work (physics); Normalization (sociology); Sustainable development; Risk analysis (engineering); Management science; Process management; Engineering; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01456898,0.00271579,0.001555506,0.0171589,0.002200784,0.009095767,0.003891544,0.002707704,0.006027195],"category_scores_gemma":[0.01713389,0.0007405705,0.001953291,0.01419411,0.005973126,0.007487297,0.004120889,0.003888941,0.00134942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009174281,"about_ca_system_score_gemma":0.009255268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01666279,"about_ca_topic_score_gemma":0.01388613,"domain_scores_codex":[0.9888936,0.005611995,0.001176138,0.0007867197,0.003046785,0.0004848171],"domain_scores_gemma":[0.9940488,0.002412747,0.0006651031,0.0003322539,0.002200317,0.0003407371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006495653,0.00002984719,0.0005278147,0.0002180345,0.00002189421,0.00008349014,0.000376327,0.01897133,0.0001517016,0.9595328,0.002962481,0.01711771],"study_design_scores_gemma":[0.00001689786,0.00006573135,0.0007373159,0.0006863883,0.00003302927,0.0001408489,0.001290666,0.04768265,0.0004656659,0.8583646,0.09043112,0.00008524809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003866256,0.002917795,0.9280033,0.004019793,0.0002603029,0.00125674,0.001589629,0.0003321796,0.05775395],"genre_scores_gemma":[0.08323805,0.003161461,0.9049817,0.0003293941,0.0001546901,0.002929793,0.001156424,0.0000780119,0.003970647],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0171589,"threshold_uncertainty_score":0.07704908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003984145041215784,"score_gpt":0.2092963789734289,"score_spread":0.2053122339322131,"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."}}