{"id":"W4400204797","doi":"10.21272/1817-9215.2024.2-05","title":"TERRITORY MARKETING: STUDY OF KEY TRENDS IN THE SCIENTIFIC RESEARCH DEVELOPMENT","year":2024,"lang":"en","type":"article","venue":"Vìsnik Sumsʹkogo deržavnogo unìversitetu","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Marketing; Subject (documents); Sustainable development; Quality (philosophy); Political science; Business; Library 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01288689,0.0003553669,0.0006375746,0.02700163,0.001424794,0.01207397,0.0006768912,0.0009975691,0.004599968],"category_scores_gemma":[0.04557506,0.0003294877,0.0007536752,0.06843778,0.001954217,0.008846995,0.002267851,0.0009875919,0.001088191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004067746,"about_ca_system_score_gemma":0.009109969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002712985,"about_ca_topic_score_gemma":0.002834021,"domain_scores_codex":[0.9891717,0.00241541,0.001879597,0.001749223,0.004020825,0.0007633195],"domain_scores_gemma":[0.9130234,0.05241513,0.01434748,0.002690917,0.01397241,0.003550634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004347284,0.0001551268,0.3445248,0.009322871,0.0003705896,0.001139862,0.03310051,0.0006089915,0.003073027,0.08555894,0.02167434,0.5000362],"study_design_scores_gemma":[0.00003038213,0.0003220212,0.6461506,0.004952928,0.000321921,0.002362079,0.0498518,0.00199653,0.002354523,0.01203634,0.279521,0.00009975396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6747482,0.1354059,0.009753136,0.02578245,0.001035891,0.0006609622,0.008473094,0.0004269825,0.1437134],"genre_scores_gemma":[0.9313745,0.04552303,0.008740425,0.0009992745,0.0008513162,0.0003807692,0.002967039,0.0001566467,0.009006832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02700163,"threshold_uncertainty_score":0.06815326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07981367688534802,"score_gpt":0.3480645658536963,"score_spread":0.2682508889683483,"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."}}