{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000556591,0.0002229126,0.0005016049,0.0001233748,0.00006521252,0.00004347281,0.0001804253,0.0001292229,0.0000179524],"category_scores_gemma":[0.00006073169,0.000215163,0.00007762144,0.000191494,0.00006172871,0.0001577224,0.00008416589,0.0001894177,3.035006e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008854759,"about_ca_system_score_gemma":0.0002191324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000290117,"about_ca_topic_score_gemma":0.000007497823,"domain_scores_codex":[0.9985701,0.00006085158,0.0004278759,0.0003069764,0.0002203571,0.0004138086],"domain_scores_gemma":[0.9988379,0.000217951,0.00009255316,0.0003945757,0.0003626308,0.00009433484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006198481,0.0001045323,0.7646183,0.01760316,0.0001813457,0.000003392362,0.001172311,0.1499288,0.002435971,0.04640174,0.0008531715,0.01663524],"study_design_scores_gemma":[0.002146922,0.000635481,0.2022737,0.0001595325,0.0001238907,0.000007219377,0.01307029,0.6931385,0.001387599,0.06217107,0.02400861,0.0008772326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640868,0.0007114283,0.03229872,0.0001402835,0.000323414,0.001789598,0.00001966149,0.0001655291,0.0004645279],"genre_scores_gemma":[0.9981587,0.000007559562,0.001340861,0.000005484095,0.00005962458,0.00009824656,0.000007535203,0.00003390162,0.0002880769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5623447,"threshold_uncertainty_score":0.8774092,"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."}}