{"id":"W4320917074","doi":"10.18280/ijsdp.180106","title":"Public Administration of Planning for the Sustainable Development of the Region in the Context of Total Digitalization","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Administration (probate law); Sustainable development; Environmental planning; Business; Political science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001824253,0.00007876822,0.0001535918,0.0002612622,0.000316815,0.00007708519,0.0004959081,0.00006921266,0.000004224505],"category_scores_gemma":[0.0009633052,0.00004644206,0.00004398035,0.0004023179,0.0001596692,0.000325919,0.0001098694,0.0001087496,1.23997e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159087,"about_ca_system_score_gemma":0.0009786122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001939889,"about_ca_topic_score_gemma":0.00001297435,"domain_scores_codex":[0.9985737,0.00005454659,0.0006719231,0.00008418357,0.0003998237,0.0002158403],"domain_scores_gemma":[0.9980851,0.0005034457,0.0006831544,0.00005705371,0.0006495051,0.00002171813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004438288,0.000166812,0.1479538,0.0002278466,0.0003976422,0.0002034023,0.2734171,0.0006861389,0.00004062476,0.5355225,0.00202646,0.03891389],"study_design_scores_gemma":[0.0006766109,0.00005470354,0.1699316,0.000278512,0.00001209792,0.00001887353,0.7683344,0.0001171394,0.001604211,0.006711158,0.0521379,0.000122783],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928834,0.000183506,0.002248547,0.00259806,0.0001924424,0.0003263211,0.000001231943,0.000006620715,0.001559908],"genre_scores_gemma":[0.9984624,0.00002933549,0.0004737691,0.00003948198,0.00003664661,0.0000174308,0.000007093232,0.000004138494,0.0009296599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5288113,"threshold_uncertainty_score":0.2436717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06172985975017838,"score_gpt":0.3104809687601,"score_spread":0.2487511090099216,"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."}}