{"id":"W4410259423","doi":"10.1007/978-3-031-83379-3_7","title":"Geopolitics, the Bush Doctrine, and War on Iraq (2003)","year":2025,"lang":"en","type":"book-chapter","venue":"Pioneers in arts, humanities, science, engineering, practice","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Geopolitics; Doctrine; Political science; Law; Politics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001695305,0.000451416,0.00055833,0.001226102,0.0003771707,0.0003628898,0.0007165507,0.0001738118,0.00035785],"category_scores_gemma":[0.001646716,0.0004536096,0.00007455079,0.0002576582,0.0004284792,0.0005980084,0.0002957717,0.0009561551,0.0002828199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008516322,"about_ca_system_score_gemma":0.0002112308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003551315,"about_ca_topic_score_gemma":0.00004326163,"domain_scores_codex":[0.9974526,0.000005858457,0.0008645579,0.0008266451,0.0001772849,0.0006730342],"domain_scores_gemma":[0.9982915,0.0003490939,0.0004829251,0.0005959675,0.0001525547,0.0001279896],"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":[0.00001088668,0.00001835996,0.00002496176,0.00003918134,0.00004408597,0.00001210621,0.000570683,0.0004199305,1.808054e-7,0.9908657,0.007427027,0.00056691],"study_design_scores_gemma":[0.0002643739,0.00004473024,0.0002039127,0.000128245,0.00001586762,0.00001656003,0.0002477671,0.00189102,0.000003801758,0.01257808,0.9840912,0.0005144924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000438657,0.007160986,0.000115845,0.0008027532,0.002639018,0.0004740494,0.00009578855,0.00007106534,0.9882019],"genre_scores_gemma":[0.01179561,0.01006492,0.001906852,0.00506644,0.0005147274,0.00006917489,0.00003851444,0.0000978712,0.9704459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9782876,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860165428243237,"score_gpt":0.2125880320717333,"score_spread":0.1839863777893009,"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."}}