{"id":"W4414760834","doi":"10.18357/big_r62202522127","title":"Cross-Border Cooperation in the Slovak–Ukrainian Borderlands","year":2025,"lang":"en","type":"article","venue":"Borders in Globalization Review","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Empirical research; Regional development; Regional policy; Local Development; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002395246,0.0001763784,0.0002781943,0.0001793382,0.0004848893,0.0004312643,0.0003607342,0.0001513078,0.001307205],"category_scores_gemma":[0.002096788,0.0001431768,0.00006799906,0.003696901,0.000215814,0.0004732524,0.00002578634,0.0001901385,0.00003386453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162635,"about_ca_system_score_gemma":0.0006799096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495843,"about_ca_topic_score_gemma":0.04380715,"domain_scores_codex":[0.9975102,0.0007110424,0.0007090239,0.0003379037,0.0004145614,0.0003173035],"domain_scores_gemma":[0.9989792,0.0001106894,0.0001166932,0.0003192897,0.0004357176,0.00003844842],"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":[0.00003051502,0.0004300283,0.0788956,0.0006871551,0.00002302757,0.000006093972,0.01803526,0.00116689,0.000008885188,0.7189992,0.03956394,0.1421534],"study_design_scores_gemma":[0.000512763,0.00001395698,0.01038809,0.0008401212,0.00001155203,5.884188e-7,0.0008913339,0.0006085297,0.000001899746,0.0002192181,0.9863566,0.0001553693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01332332,0.07080644,0.01170657,0.1024518,0.001632437,0.005848649,0.00002853569,0.0002566527,0.7939456],"genre_scores_gemma":[0.699419,0.1929251,0.0004442737,0.0912912,0.0002161344,0.0007282926,0.0006233575,0.00003484943,0.01431779],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9467927,"threshold_uncertainty_score":0.9996057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631410126705479,"score_gpt":0.4744539121006042,"score_spread":0.4581398108335494,"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."}}