{"id":"W4402862175","doi":"10.1177/27538796241282211","title":"History, geopolitics and climate security","year":2024,"lang":"en","type":"article","venue":"Environment and Security","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Geopolitics; Environmental security; Climate change; Political science; Geography; Geology; Politics; Law; Oceanography","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":[],"consensus_categories":[],"category_scores_codex":[0.0004351937,0.00009014089,0.00008828608,0.00004027625,0.000241479,0.00007373536,0.00004233286,0.00007867932,0.000547909],"category_scores_gemma":[0.00002062948,0.00009439393,0.00002447788,0.00002977404,0.0003285554,0.0002221147,0.00004551618,0.0001000854,0.00004284591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006446,"about_ca_system_score_gemma":0.00002636296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006904797,"about_ca_topic_score_gemma":0.002900063,"domain_scores_codex":[0.9991429,0.00008143923,0.0001158024,0.0002297346,0.0002040779,0.0002260467],"domain_scores_gemma":[0.9997019,0.00007834122,0.0000251674,0.00007838481,0.000004944129,0.0001112964],"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":[0.0000123822,0.00009106973,0.02000944,0.0002164993,0.00002588137,0.00001937881,0.3698682,9.059935e-7,0.0001142877,0.5990282,0.007423268,0.003190533],"study_design_scores_gemma":[0.0001256029,0.00003433154,0.008100101,0.00002372149,0.00003697806,0.00000202052,0.007619856,0.001663835,0.0000260572,0.03723289,0.9449342,0.0002003554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979054,0.007921262,0.00002219338,0.001072289,0.0003191123,0.0001778848,0.00003345357,0.00008767097,0.01131214],"genre_scores_gemma":[0.9860912,0.01292232,0.00003905,0.0001155469,0.000216639,0.000009815932,0.00002497684,0.000008836188,0.0005716094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.937511,"threshold_uncertainty_score":0.5999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04765642828167458,"score_gpt":0.2694977445143432,"score_spread":0.2218413162326686,"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."}}