{"id":"W4403987797","doi":"10.1007/978-3-031-47227-5","title":"The Palgrave Handbook of Contemporary Geopolitics","year":2024,"lang":"en","type":"book","venue":"","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Geopolitics; History; Sociology; Political science; Law; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004143369,0.0001143861,0.0001537906,0.00004609897,0.0004418357,0.0003110491,0.0002090746,0.0002199915,0.0009656631],"category_scores_gemma":[0.0001329509,0.00007216636,0.0001218602,0.00005814536,0.0006632595,0.00003722081,0.00003118088,0.0002182162,0.0002680424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178656,"about_ca_system_score_gemma":0.003019886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000831764,"about_ca_topic_score_gemma":0.00773925,"domain_scores_codex":[0.9989882,0.00005751631,0.0003050189,0.000145937,0.0003607454,0.0001426102],"domain_scores_gemma":[0.9991432,0.0002078396,0.00009047309,0.0001750194,0.0003283238,0.00005509846],"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":[0.000001302909,0.000001596445,0.000001230127,0.000008094231,0.00001475487,4.028145e-7,0.001808652,7.05867e-8,0.000001216601,0.6350971,0.3621481,0.0009175332],"study_design_scores_gemma":[0.00003848978,0.00002028615,9.863739e-7,0.00009603576,0.00001076273,1.059978e-7,0.001474012,0.0000249186,0.00005162864,0.120297,0.8779062,0.00007955865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004151423,0.005924583,0.0001587423,0.001123886,0.0008428422,0.000292301,0.00003363701,0.00006815037,0.9915517],"genre_scores_gemma":[0.004297876,0.001018505,0.00002476319,0.0003206357,0.0004516302,0.000009738776,0.00005756678,0.00001546292,0.9938038],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5157582,"threshold_uncertainty_score":0.9999476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500967713836049,"score_gpt":0.3523678911679598,"score_spread":0.3173582140295993,"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."}}