{"id":"W7016398636","doi":"","title":"Развитие системы экологического управления и повышение энергоэффективности в строительстве","year":2011,"lang":"ru","type":"dissertation","venue":"Electronic Sumy State University Institutional Repository (Sumy State University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008797694,0.001663471,0.002147211,0.003549476,0.004881455,0.0003855023,0.002714821,0.0009022525,0.004061918],"category_scores_gemma":[0.00009406299,0.002465906,0.001390206,0.002018091,0.001779714,0.002705509,0.0008280858,0.002047168,0.008804403],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007653969,"about_ca_system_score_gemma":0.003510018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006741839,"about_ca_topic_score_gemma":0.001946709,"domain_scores_codex":[0.9914055,0.000275811,0.001564443,0.003430641,0.0005064969,0.002817055],"domain_scores_gemma":[0.9942129,0.0002277174,0.002480066,0.001419498,0.0007541408,0.0009056947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01437757,0.005179672,0.03393638,0.001957912,0.02243664,0.02057768,0.03659317,0.02731154,0.000349067,0.7379601,0.09208282,0.007237437],"study_design_scores_gemma":[0.004386649,0.000485347,0.005088182,0.0002846108,0.0006398103,0.0001241916,0.01237618,0.00148753,0.0002560373,0.001389354,0.9704535,0.003028589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3104813,0.003949567,0.001274205,0.000101987,0.01052679,0.001449894,0.004970839,0.000404468,0.6668409],"genre_scores_gemma":[0.2154646,0.009392011,0.0001749352,0.00008045289,0.0002074617,0.000002216616,0.001028737,0.0001040083,0.7735456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8783707,"threshold_uncertainty_score":0.9998723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512875313301323,"score_gpt":0.1670741867070392,"score_spread":0.1519454335740259,"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."}}