{"id":"W4408991520","doi":"10.25128/2519-4577.20.2.3","title":"OLEH IVANOVUCH SHABLIY: HORIZONS OF MODERN HUMAN GEOGRAPHY","year":2020,"lang":"en","type":"article","venue":"THE SCIENTIFIC ISSUES OF TERNOPIL VOLODYMYR HNATIUK NATIONAL PEDAGOGICAL UNIVERSITY SERIES GEOGRAPHY","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"New horizons; Geography; Physics; Astronomy","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001237926,0.000245201,0.0004172799,0.0005759852,0.00169835,0.0001375875,0.001790112,0.0001714634,0.0007054923],"category_scores_gemma":[0.0002080327,0.0002225483,0.0004719016,0.001898775,0.00499936,0.0007657143,0.0004020794,0.0002509776,0.00002510044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008752947,"about_ca_system_score_gemma":0.000299543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007747097,"about_ca_topic_score_gemma":0.0003006092,"domain_scores_codex":[0.9964368,0.0003129134,0.0004731729,0.0006188471,0.001713687,0.0004445802],"domain_scores_gemma":[0.997833,0.0002328827,0.0004470584,0.0002944979,0.0009516047,0.0002410304],"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":[0.0003753799,0.0006404649,0.1503352,0.0001187267,0.0007569063,0.00001796072,0.05171848,0.0004916714,0.00214235,0.7712301,0.01879642,0.003376382],"study_design_scores_gemma":[0.001325877,0.0004247855,0.1379207,0.00006776455,0.0001408333,0.00000211408,0.03141213,0.0001680227,0.0006046032,0.0661402,0.760944,0.0008489912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9137746,0.0004736202,0.0002051636,0.0263282,0.0004770506,0.0004792623,0.0003474151,0.0001813145,0.05773335],"genre_scores_gemma":[0.9907323,0.0001242553,0.0007684344,0.0001349452,0.0001554833,0.000002222961,0.0001132732,0.00001218944,0.00795696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7421476,"threshold_uncertainty_score":0.9996013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08891720925804354,"score_gpt":0.3193932849948514,"score_spread":0.2304760757368078,"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."}}