{"id":"W1549326027","doi":"10.1080/08865655.2000.9695542","title":"III European perspectives on borderlands","year":2000,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Regional science; Sociology","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":[0.001101552,0.0001366203,0.0002798364,0.0001351148,0.0008570411,0.0001637105,0.0001933149,0.00004159608,0.001174383],"category_scores_gemma":[0.0004756519,0.00009957352,0.0001330737,0.0002899925,0.0002551645,0.0003268484,0.00001268064,0.0002373808,0.00006263018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068605,"about_ca_system_score_gemma":0.0001313566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006166324,"about_ca_topic_score_gemma":0.0006422656,"domain_scores_codex":[0.9984809,0.0002574089,0.0004203585,0.0001436372,0.0004792644,0.0002184386],"domain_scores_gemma":[0.9986946,0.0001239166,0.0001916088,0.0001075339,0.0007913821,0.00009093244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006008359,0.000672827,0.003232032,0.00001450035,0.0006015687,0.0000686221,0.6512303,0.000476313,0.0001247023,0.02465112,0.115177,0.2031501],"study_design_scores_gemma":[0.001515155,0.0007936208,0.005334241,0.00009235269,0.00004254497,0.000009673418,0.1997662,0.00002874363,0.00003224435,0.0003402417,0.7918267,0.0002183289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5767366,0.005615035,0.00007627354,0.01187348,0.0005771349,0.0001396658,0.000004011125,0.0000533938,0.4049244],"genre_scores_gemma":[0.9708551,0.01267513,0.0001186177,0.0004237796,0.000967197,0.000001658883,0.000001206153,0.00001284338,0.01494447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6766496,"threshold_uncertainty_score":0.9997387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018279631792451,"score_gpt":0.3686972999749408,"score_spread":0.3385145036570163,"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."}}