{"id":"W6912718422","doi":"10.5281/zenodo.6907567","title":"RECOMMENDATIONS FOR THE IMPLEMENTATION OF THE PRINCIPLES OF ECO-CITIES IN THE URBAN AREAS OF BISHKEK","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Investment (military); Plan (archaeology); Urban planning; Legislature; Relevance (law); Stove","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":[0.004118127,0.0009955501,0.0006519802,0.00181019,0.001743659,0.003461431,0.00230295,0.005149124,0.038819],"category_scores_gemma":[0.008037657,0.0006581226,0.001296297,0.001939001,0.001660359,0.003535641,0.003243864,0.005534666,0.01500791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004252387,"about_ca_system_score_gemma":0.02108721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05615795,"about_ca_topic_score_gemma":0.07796225,"domain_scores_codex":[0.9957746,0.001253625,0.0005122575,0.0003252007,0.001378165,0.0007562095],"domain_scores_gemma":[0.986126,0.001719918,0.0005424929,0.0005486328,0.008530969,0.002531955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001031491,0.0002748271,0.002054941,0.002797914,0.00002018489,0.0006543778,0.001955704,0.001989189,0.002422621,0.01544362,0.820892,0.1513915],"study_design_scores_gemma":[0.00003413092,0.00002643509,0.0037692,0.001631729,0.00002439548,0.0001235907,0.002305336,0.0001920218,0.0004913402,0.002362963,0.9889777,0.00006110668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01614936,0.03876287,0.05231655,0.4287062,0.02752955,0.0109504,0.01201274,0.004420143,0.4091522],"genre_scores_gemma":[0.0640004,0.036744,0.2240558,0.07033014,0.001996264,0.009566803,0.01044139,0.00165581,0.5812094],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05615795,"threshold_uncertainty_score":0.1298624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04363425561822729,"score_gpt":0.2716912118472986,"score_spread":0.2280569562290713,"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."}}