{"id":"W2936509429","doi":"10.3390/su11072117","title":"Comparison of Assessment Systems for Green Building and Green Civil Infrastructure","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Green infrastructure; Green building; Civil engineering; Architectural engineering; Engineering; Environmental impact assessment; Sustainable development; Civil infrastructure; Environmental resource management; Environmental planning; Environmental economics; Environmental science","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":[0.02129439,0.001217033,0.0009358891,0.01793271,0.001209105,0.004764649,0.001411257,0.0008228889,0.004586834],"category_scores_gemma":[0.03453825,0.0004608799,0.001806762,0.01211447,0.001357668,0.005129561,0.004056158,0.001428574,0.0009862473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006640789,"about_ca_system_score_gemma":0.004665947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008391004,"about_ca_topic_score_gemma":0.007498523,"domain_scores_codex":[0.9751539,0.01005381,0.002521482,0.001049208,0.01038117,0.0008405104],"domain_scores_gemma":[0.9621325,0.01263073,0.002687095,0.002339938,0.01954881,0.0006609839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001099408,0.0005355989,0.08545685,0.003143492,0.0005750386,0.0003263299,0.004542849,0.04377624,0.005591479,0.1300825,0.02040711,0.7044631],"study_design_scores_gemma":[0.0003844312,0.002769614,0.3416388,0.003513024,0.001344507,0.0009929368,0.02530294,0.2007328,0.02971404,0.1134082,0.2792679,0.0009307466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3059203,0.006550747,0.3818634,0.002613419,0.0005611822,0.003688297,0.00553147,0.002223392,0.2910477],"genre_scores_gemma":[0.792522,0.002686867,0.1915485,0.0002520821,0.00006352218,0.001860989,0.003262227,0.0002218166,0.007581993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02129439,"threshold_uncertainty_score":0.1126168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00900596620594809,"score_gpt":0.2996108142851184,"score_spread":0.2906048480791703,"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."}}