{"id":"W4236995020","doi":"10.1080/00358531003621838","title":"Commonwealth Update","year":2010,"lang":"en","type":"article","venue":"The Round Table","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Summit; Prime minister; Political science; Parliament; Opposition (politics); Kenya; Law; Government (linguistics); Public administration; Politics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007466015,0.00004336542,0.00006899808,0.000007180191,0.001562211,0.00007405807,0.0002097841,0.00003510855,0.0005518898],"category_scores_gemma":[0.00003246584,0.00002622863,0.00002181113,0.000126478,0.0001876089,0.00007002339,0.00003334916,0.0001589477,0.0002586638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001163187,"about_ca_system_score_gemma":0.00006350614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006451072,"about_ca_topic_score_gemma":0.02840652,"domain_scores_codex":[0.9994221,0.0000542954,0.00006205055,0.0000696292,0.0001389129,0.0002529607],"domain_scores_gemma":[0.9996594,0.00007920181,0.00002858497,0.0001639972,0.00002703928,0.00004174184],"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":[0.000008379207,0.00002617883,0.002908954,0.000002677516,0.00001680914,0.000001458612,0.0187586,0.00000294148,0.00002971047,0.8632548,0.1094487,0.005540851],"study_design_scores_gemma":[0.00005856901,0.000006019515,0.0002912022,9.587392e-7,0.000004339304,4.430799e-7,0.009511003,0.00001331709,0.000006973396,0.009960419,0.9801008,0.00004592235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07941552,0.000128527,0.00005979087,0.008689504,0.001065745,0.0001029895,0.000004548931,0.00004806388,0.9104853],"genre_scores_gemma":[0.9740417,0.0001518617,0.00007008309,0.0002505196,0.0004319957,0.000004966383,0.000001473678,0.000003814272,0.0250436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8946261,"threshold_uncertainty_score":0.9997376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395356029957082,"score_gpt":0.2880081475279705,"score_spread":0.2740545872283997,"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."}}