{"id":"W4414760839","doi":"10.18357/big_r62202522427","title":"Divided Landscapes","year":2025,"lang":"en","type":"article","venue":"Borders in Globalization Review","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geopolitics; Work (physics); Portfolio; State (computer science); Tourism; Line (geometry)","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":[],"consensus_categories":[],"category_scores_codex":[0.0004087737,0.00005844262,0.0001722727,0.00003592063,0.0002039132,0.00002498905,0.0001298207,0.00004210994,0.0001763711],"category_scores_gemma":[0.0008347874,0.00005668742,0.00004263498,0.001033496,0.000069952,0.00006096015,0.00002481481,0.00003344674,0.00001436831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139363,"about_ca_system_score_gemma":0.0001267127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805579,"about_ca_topic_score_gemma":0.01583993,"domain_scores_codex":[0.9992384,0.0001601892,0.0001832328,0.0001131748,0.0001572528,0.0001477539],"domain_scores_gemma":[0.9997466,0.00004400546,0.00004228514,0.00007238487,0.00007177859,0.00002292592],"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":[6.778347e-7,0.00002276086,0.01208995,0.0002767094,0.00001081693,7.273894e-7,0.0005626438,0.000004344116,6.212917e-8,0.7082011,0.2577491,0.02108122],"study_design_scores_gemma":[0.00009474851,0.000001761286,0.002308695,0.001008838,0.00001292947,1.374776e-8,0.0002486173,0.000006572853,1.610705e-7,0.007452519,0.9888081,0.00005704243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00004840056,0.3806802,0.0007496973,0.00821366,0.0003424498,0.000348127,0.000001697528,0.00005569804,0.60956],"genre_scores_gemma":[0.04309493,0.941121,0.0001862025,0.01024245,0.00007157612,0.00006377155,0.00001359708,0.000004594928,0.00520181],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7310591,"threshold_uncertainty_score":0.8839051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912334885804141,"score_gpt":0.3456071634436885,"score_spread":0.3264838145856471,"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."}}