{"id":"W35829682","doi":"10.1039/d1fo04109f","title":"Development and refurbishment of energy-efficient residential districts based on collective self-organised housing processes","year":2012,"lang":"en","type":"article","venue":"Food & Function","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs; BioFuelNet Canada","keywords":"Architectural engineering; Environmental planning; Business; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001773284,0.0002341323,0.0002160405,0.0003421078,0.0003276514,0.0004962847,0.0005672765,0.0002041196,0.001488163],"category_scores_gemma":[0.0001538897,0.00009458773,0.0002432308,0.0003496075,0.0002062857,0.0003457677,0.0005564874,0.0001772383,0.0005558504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754353,"about_ca_system_score_gemma":0.0003559311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339701,"about_ca_topic_score_gemma":0.00498476,"domain_scores_codex":[0.999868,0.00002306634,0.000005198445,0.00003343042,0.00003529341,0.00003495596],"domain_scores_gemma":[0.9999274,0.000006031891,0.00001538066,0.00001463211,0.00001787075,0.00001864834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003516926,0.001206865,0.04318291,0.0005408264,0.00009909039,0.001074687,0.00136017,0.04807385,0.4889237,0.00807553,0.00246413,0.4046467],"study_design_scores_gemma":[0.0001210005,0.004273496,0.2062691,0.0001691519,0.0003341459,0.001244296,0.008996666,0.1892488,0.451462,0.003835052,0.1339239,0.0001223767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500505,0.0003680114,0.0430018,0.00005855329,0.00002931863,0.0001172349,0.0001318543,0.0002659608,0.005976689],"genre_scores_gemma":[0.9614375,0.0002476523,0.03372963,0.00001178469,0.000006466686,0.00007604145,0.0001943798,0.00002851731,0.004268023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001488163,"threshold_uncertainty_score":0.004978359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008618245600772132,"score_gpt":0.1752618409771855,"score_spread":0.1666435953764134,"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."}}