{"id":"W4413014845","doi":"10.32750/2025-0215","title":"ПРАКТИКА ВПРОВАДЖЕННЯ ІНДИКАТОРНИХ СИСТЕМ СТАЛОГО РОЗВИТКУ ЗЕМЕЛЬ: ДОСВІД ЄС ТА КАНАДИ","year":2025,"lang":"uk","type":"article","venue":"Європейський науковий журнал Економічних та Фінансових інновацій","topic":"Land Use and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005221654,0.00323099,0.003578536,0.002314145,0.004945341,0.002728107,0.006189667,0.002408153,0.008582024],"category_scores_gemma":[0.001314068,0.003145807,0.002447058,0.006722937,0.002116167,0.002337898,0.003285087,0.002922303,0.008797312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950231,"about_ca_system_score_gemma":0.004472935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439889,"about_ca_topic_score_gemma":0.01215799,"domain_scores_codex":[0.9785978,0.00228134,0.003925259,0.004862552,0.004190448,0.006142553],"domain_scores_gemma":[0.9886881,0.001588526,0.001626128,0.004810465,0.001235888,0.002050941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008480161,0.003038161,0.01141031,0.001585594,0.003225347,0.0007543018,0.01741962,0.0002369205,0.0007484309,0.3538227,0.4848234,0.1220872],"study_design_scores_gemma":[0.005651241,0.0006046463,0.007956823,0.001603027,0.001876831,0.00001713258,0.00968311,0.0006464107,0.001397019,0.03822017,0.9285423,0.003801316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04073757,0.0140898,0.004580284,0.03726967,0.02607199,0.006720237,0.0006886662,0.002572573,0.8672692],"genre_scores_gemma":[0.7195401,0.008923983,0.001243704,0.01033331,0.004189407,0.0007092422,0.0004304308,0.0004244743,0.2542054],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6788025,"threshold_uncertainty_score":0.999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008300447151159957,"score_gpt":0.3481572976713863,"score_spread":0.3398568505202264,"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."}}