{"id":"W2597848906","doi":"10.5555/arwg.11.1-2.1160um8107283q4p","title":"Geopolitics from Below: Student Perceptions of Contemporary U.S.-Turkey Relations","year":2011,"lang":"en","type":"article","venue":"Arab world geographer","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geopolitics; Perception; Sociology; Political science; Epistemology; Law; Politics; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002166417,0.00009568928,0.0001310092,0.0002717086,0.0003849468,0.00002372356,0.0002500264,0.00007099687,0.00768418],"category_scores_gemma":[0.00004939637,0.00009532592,0.000165859,0.0005081723,0.0004239686,0.0002225359,0.00004130293,0.0001415716,0.0002526782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003967193,"about_ca_system_score_gemma":0.0001263325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02715413,"about_ca_topic_score_gemma":0.003975992,"domain_scores_codex":[0.9988589,0.000102203,0.0003147294,0.0001659499,0.0003449786,0.0002132777],"domain_scores_gemma":[0.9992033,0.0001358419,0.0001305586,0.0002061202,0.000212833,0.0001113149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003544209,0.0001033019,0.3780455,6.496436e-7,0.00005441464,8.900373e-7,0.008845966,0.000005339863,0.000001664373,0.6104121,0.002435905,0.00009075656],"study_design_scores_gemma":[0.0001993872,0.00001882683,0.7065849,0.00002081269,0.00003349055,1.333565e-7,0.00524891,0.00001792841,0.000008233864,0.2581793,0.02956711,0.0001209508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2575498,0.0001963213,0.0001374981,0.0001318064,0.0001337042,0.0001493054,0.00006734507,0.00004210454,0.7415921],"genre_scores_gemma":[0.9769921,0.00004705814,0.001179058,0.0001797926,0.0001629144,0.00002176983,0.00003723721,0.00001105645,0.02136899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7202231,"threshold_uncertainty_score":0.993223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334404448070279,"score_gpt":0.3149443087074753,"score_spread":0.2816002642267725,"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."}}