{"id":"W3187989434","doi":"10.31891/2307-5732-2021-295-2-17-25","title":"ANALYSIS OF PLANNING EXPERIENCE OF INHABITED LOCALITIES URBAN BEAUTIFICATION IN VIEW OF RECONSTRUCTION","year":2021,"lang":"en","type":"article","venue":"Herald of Khmelnytskyi National University Technical sciences","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beautification; Urban planning; Environmental planning; Civil engineering; Geography; 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":[0.0006528744,0.0001776487,0.0002000314,0.0006398805,0.001441321,0.001671659,0.0004390521,0.0003269488,0.005360847],"category_scores_gemma":[0.001935414,0.0001682881,0.0002710202,0.0007745104,0.002125121,0.0008943161,0.002230156,0.0006976407,0.0003214804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007900184,"about_ca_system_score_gemma":0.0005738455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009184199,"about_ca_topic_score_gemma":0.01873063,"domain_scores_codex":[0.9989104,0.0005560003,0.00003234952,0.0000861185,0.0001798167,0.0002352128],"domain_scores_gemma":[0.9991319,0.0002776131,0.0001749135,0.00005859392,0.000112333,0.0002446646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009973351,0.00005349439,0.09255356,0.0001202649,0.00002473326,0.004194819,0.860189,0.0009083334,0.001312832,0.003669038,0.00283817,0.03403593],"study_design_scores_gemma":[0.000001503077,0.00009138065,0.07043873,0.00005584053,0.000008945408,0.002097716,0.8989251,0.0002936046,0.0002644237,0.0003864007,0.02740376,0.00003255023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862124,0.0002251459,0.0004972886,0.000310041,0.00001128339,0.000009770636,0.00007405431,0.00001259924,0.01264741],"genre_scores_gemma":[0.9968278,0.0002019975,0.000127219,0.00002600199,0.000002722776,0.000004703992,0.00004456244,0.000005982306,0.002758887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009184199,"threshold_uncertainty_score":0.01826149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071469596440083,"score_gpt":0.2974278507718426,"score_spread":0.2567131548074418,"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."}}