{"id":"W4416006295","doi":"10.5465/amproc.2025.14195abstract","title":"Measuring Geopolitics","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Geopolitics; Voting; Explanatory power; Newspaper; Measure (data warehouse); Power (physics); International business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002910523,0.0005230124,0.000419861,0.01452806,0.00110427,0.003446905,0.0005405128,0.0005746268,0.009252553],"category_scores_gemma":[0.02092423,0.0002087009,0.0003182204,0.02409386,0.001114868,0.003866567,0.002385613,0.0006823204,0.002036709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507401,"about_ca_system_score_gemma":0.001708876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338476,"about_ca_topic_score_gemma":0.01554715,"domain_scores_codex":[0.9965727,0.0009345925,0.0005248502,0.000489807,0.001166699,0.0003113242],"domain_scores_gemma":[0.9813043,0.005471947,0.006578201,0.001972018,0.004031795,0.0006417522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001421427,0.0001170488,0.7405975,0.0007644505,0.0001854561,0.000224158,0.00565544,0.004432993,0.001047627,0.08734442,0.01958198,0.1399068],"study_design_scores_gemma":[0.00001453406,0.0001845849,0.696254,0.0008729379,0.0001449068,0.0004267302,0.02229666,0.006997494,0.002700312,0.03460785,0.2353801,0.0001198313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6403964,0.004135433,0.04500199,0.002250351,0.0005603074,0.0005639265,0.0573814,0.0005379438,0.2491722],"genre_scores_gemma":[0.9681053,0.001572366,0.008235778,0.000151868,0.000191989,0.0002167953,0.01692463,0.00008872266,0.004512507],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01452806,"threshold_uncertainty_score":0.03095287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949193459889425,"score_gpt":0.2476071177083137,"score_spread":0.2181151831094194,"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."}}