{"id":"W2976198202","doi":"10.1051/e3sconf/201911600088","title":"Environmental and social effects of the change of heat sources on the example of a selected quarter of tenement houses in Wroclaw","year":2019,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Building energy efficiency and sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Consumption (sociology); Pollutant; Energy consumption; Natural resource economics; Environmental science; Economy; Business; Environmental engineering; Environmental protection; Engineering; Economics; Geography; Archaeology; Sociology","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":[0.0002055232,0.0002184186,0.0002749497,0.0003483431,0.001720385,0.001090444,0.0003912385,0.0003563431,0.00216854],"category_scores_gemma":[0.0003454932,0.0001348011,0.0003566689,0.0008156706,0.000915736,0.000380658,0.001121624,0.0005360835,0.0001387312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003289558,"about_ca_system_score_gemma":0.0005080565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2006495,"about_ca_topic_score_gemma":0.3247379,"domain_scores_codex":[0.9996974,0.0001300872,0.000006033254,0.00002293214,0.00002786238,0.000115638],"domain_scores_gemma":[0.9998626,0.00003337252,0.00002503907,0.000009483399,0.0000290156,0.00004063278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005272147,0.001878133,0.4570093,0.0008731383,0.0009343291,0.06876379,0.219238,0.04829946,0.04779959,0.03373265,0.01816995,0.09802948],"study_design_scores_gemma":[0.000060079,0.0005570297,0.747925,0.00007855973,0.0001504348,0.001737494,0.2084939,0.007204562,0.003815868,0.001361757,0.02854001,0.00007537377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969594,0.00005166014,0.00005318044,0.0002094266,0.000005049355,0.000004952451,0.00008389524,0.000003789239,0.002628729],"genre_scores_gemma":[0.9985968,0.00008416929,0.00005931449,0.00001483236,0.000001644946,0.000002703892,0.00003739085,0.000002866305,0.001200327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2006495,"threshold_uncertainty_score":0.3989632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008724423138515373,"score_gpt":0.1798382434677273,"score_spread":0.1711138203292119,"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."}}