{"id":"W1966210816","doi":"10.4000/articulo.1658","title":"Changing European borders: from separation to interface? An introduction","year":2011,"lang":"en","type":"article","venue":"Articulo – revue de sciences humaines","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER; University of Toronto","funders":"","keywords":"Realm; Variety (cybernetics); Politics; Perspective (graphical); Field (mathematics); Sociology; Political science; Epistemology; Regional science; Economic geography; Geography; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001535652,0.00009930138,0.00009100745,0.0001759622,0.001411539,0.000429996,0.0002864171,0.00003519322,0.0009208026],"category_scores_gemma":[0.000430128,0.0000932592,0.00003240531,0.0007703164,0.0003082052,0.001203748,0.00003832251,0.00006670282,0.0002132811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009314809,"about_ca_system_score_gemma":0.0001130594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118963,"about_ca_topic_score_gemma":0.01058919,"domain_scores_codex":[0.9985765,0.0002907304,0.0002152646,0.0003713559,0.0002071965,0.0003389534],"domain_scores_gemma":[0.9994056,0.0000232168,0.00007005185,0.0001733292,0.0001794059,0.0001483797],"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":[0.00004051127,0.0001856688,0.004587941,0.000007103412,0.00001587327,0.000005026568,0.7097217,0.001755146,0.04353046,0.2159751,0.003390083,0.02078538],"study_design_scores_gemma":[0.000883769,0.001592841,0.05411242,0.0001589733,0.00008277989,0.00001455105,0.3681121,0.02872071,0.06206354,0.01213859,0.4702933,0.001826384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447083,0.00002126666,0.01452224,0.007066172,0.0007848205,0.000230719,0.000002750357,0.0001621333,0.0325016],"genre_scores_gemma":[0.9940295,0.000006126909,0.003220917,0.0004648791,0.001310397,0.0000139426,0.000009713817,0.00000855359,0.0009359744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4669032,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05768318836308368,"score_gpt":0.3842163841857293,"score_spread":0.3265331958226456,"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."}}