{"id":"W4388629358","doi":"10.3390/buildings13112839","title":"Environmental Assessments in Architectural Competitions in Poland in the Years 2018–2022","year":2023,"lang":"en","type":"article","venue":"Buildings","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Competition (biology); Process (computing); Architectural engineering; Occupancy; Renewable energy; Environmental impact assessment; Environmental economics; Risk analysis (engineering); Engineering; Environmental resource management; Computer science; Business; Economics; Political 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":[0.004896083,0.000224448,0.0002304511,0.003629303,0.001953515,0.002763978,0.0003928982,0.0006674662,0.001717477],"category_scores_gemma":[0.007407641,0.0002561559,0.0004186765,0.00501303,0.001589712,0.001829569,0.003215397,0.0008058582,0.0001872569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005516586,"about_ca_system_score_gemma":0.003556929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02306334,"about_ca_topic_score_gemma":0.05191144,"domain_scores_codex":[0.9944556,0.001084978,0.0005362984,0.0003890781,0.002533714,0.001000292],"domain_scores_gemma":[0.9959213,0.0008272053,0.00143377,0.0001694263,0.001298664,0.000349511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009065573,0.0004000923,0.5938325,0.001423976,0.0001732759,0.00961898,0.06264462,0.02215611,0.007178807,0.06266237,0.01590715,0.2230955],"study_design_scores_gemma":[0.00001373184,0.000195648,0.8185113,0.0003565059,0.00004228421,0.001147608,0.0702971,0.005021054,0.003005789,0.00379853,0.09747826,0.0001322815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762233,0.0004008424,0.001259212,0.0003017234,0.00002564206,0.00008849696,0.0003527336,0.00001996503,0.0213282],"genre_scores_gemma":[0.9954728,0.0002452629,0.001045424,0.00003893638,0.000007541751,0.00003665703,0.0002706953,0.000009757953,0.002872709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02306334,"threshold_uncertainty_score":0.0458582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023530487234518,"score_gpt":0.2476257819809649,"score_spread":0.2373904771086197,"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."}}