{"id":"W4389937787","doi":"10.32347/2786-7269.2023.5.80-89","title":"FEATURES OF URBAN REVITALIZATION RIVER TERRITORIES","year":2023,"lang":"en","type":"article","venue":"Spatial development","topic":"Water Resources and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Urbanization; Urban planning; Hydropower; Sustainable development; Recreation; Riparian zone; Tourism; Environmental resource management; Legislation; Climate change; Environmental protection; Political science; Environmental science; Habitat; Civil engineering; Economic growth; Ecology; Engineering","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":[0.0003191339,0.0001050778,0.0001199989,0.0009628843,0.001678087,0.002427471,0.0004540534,0.0003008182,0.009937263],"category_scores_gemma":[0.0007993451,0.0001180496,0.0002316336,0.001797038,0.002111485,0.001152011,0.002404111,0.0003902079,0.0006363856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494427,"about_ca_system_score_gemma":0.00107146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0091152,"about_ca_topic_score_gemma":0.01518151,"domain_scores_codex":[0.9993794,0.0001827028,0.00002361289,0.00008642253,0.0001370913,0.0001907442],"domain_scores_gemma":[0.9995409,0.00009493354,0.00011392,0.00008140015,0.0001003342,0.00006857554],"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":[0.0001003107,0.00005799663,0.05155605,0.0001527218,0.00001931522,0.001481615,0.01682347,0.003207388,0.001518368,0.8435097,0.01034339,0.07122967],"study_design_scores_gemma":[0.00001775673,0.000111981,0.1783024,0.0001617695,0.0000294096,0.003461933,0.06340683,0.004002892,0.001829327,0.05077913,0.6978332,0.00006333667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4937062,0.000649258,0.004302564,0.0009338141,0.00003257784,0.00008466447,0.0004566263,0.00009894872,0.4997354],"genre_scores_gemma":[0.9735607,0.0002401753,0.0007202995,0.00005032802,0.00001312614,0.00003818682,0.0002992761,0.00003311258,0.02504484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009937263,"threshold_uncertainty_score":0.03324342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007498856266542011,"score_gpt":0.1979053099999707,"score_spread":0.1904064537334287,"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."}}