{"id":"W7115282439","doi":"","title":"ПРОЕКТУВАННЯ ЖИТЛОВИХ МАСИВІВ З ВИКОРИСТАННЯМ ГЕОІНФОРМАЦІЙНИХ ТЕХНОЛОГІЙ","year":2021,"lang":"uk","type":"article","venue":"Municipal Economy of Cities (Kharkov National University)","topic":"Scientific Research and Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Urban planning; Urban area; Geographic information system; Residential area; Urban design","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":[0.001347889,0.0005351145,0.0003293787,0.0022757,0.001528881,0.004117208,0.0005774791,0.0009068815,0.02718682],"category_scores_gemma":[0.002697545,0.0006115104,0.0005855578,0.002470639,0.002316751,0.001932829,0.001284817,0.00155893,0.0112556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689746,"about_ca_system_score_gemma":0.003131077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007633612,"about_ca_topic_score_gemma":0.007764542,"domain_scores_codex":[0.9987005,0.0002294877,0.00008974825,0.000202526,0.0006550165,0.0001226168],"domain_scores_gemma":[0.9990391,0.0002387021,0.0001128827,0.000185841,0.000343225,0.00008030183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001325025,0.00008271867,0.002611895,0.0004282877,0.00002522219,0.001062253,0.002853729,0.003113179,0.009442567,0.581415,0.01445809,0.3843746],"study_design_scores_gemma":[0.0000380281,0.00009128036,0.004782304,0.0003048722,0.00004626635,0.001552763,0.002133989,0.002688933,0.00583392,0.1228689,0.8595631,0.00009574305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04691277,0.01175888,0.225865,0.004599283,0.002011925,0.0003308343,0.0009961543,0.0006798418,0.7068453],"genre_scores_gemma":[0.550833,0.01960211,0.2496091,0.0004365377,0.0006072419,0.0006355821,0.0007567517,0.0006018673,0.1769177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02718682,"threshold_uncertainty_score":0.09094894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156122135019045,"score_gpt":0.2346808234200706,"score_spread":0.2031196020698801,"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."}}