{"id":"W2324496280","doi":"10.1177/0020715213484980","title":"Book review: Commonwealth","year":2013,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Commonwealth; Political science; Media studies; Law and economics; Sociology; Law","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":[0.0006074837,0.00009216755,0.0003488483,0.00008847935,0.0001750261,0.00004637331,0.0006205995,0.00007830682,0.005337937],"category_scores_gemma":[0.0001062867,0.00007955704,0.0001581038,0.00004276217,0.0005824408,0.0003149378,0.00003852198,0.0003426805,0.0002001278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990534,"about_ca_system_score_gemma":0.0003341991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006076214,"about_ca_topic_score_gemma":0.0000661244,"domain_scores_codex":[0.9981559,0.0005632699,0.0005488359,0.0000841423,0.0004034849,0.00024438],"domain_scores_gemma":[0.9975876,0.0003587714,0.000554247,0.00007671121,0.001244095,0.0001785723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008014084,0.00004727799,0.0006015142,0.000006491644,0.00009266818,0.000007634275,0.007270901,0.000002407489,0.00001167321,0.08874898,0.9028739,0.0003285428],"study_design_scores_gemma":[0.0002745268,0.00008178622,0.00389611,0.0001086288,0.00001111816,0.00001945826,0.001266899,0.000006577803,0.00001178392,0.02530873,0.9689336,0.00008075198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06629793,0.2132732,0.001057934,0.5860444,0.006492745,0.0008938903,0.00003143216,0.00004868695,0.1258598],"genre_scores_gemma":[0.9022605,0.02301651,0.0002186136,0.06834432,0.001388067,0.000009907429,0.000006492563,0.000006688085,0.004748913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8359625,"threshold_uncertainty_score":0.9955713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07443797709324006,"score_gpt":0.436569152457348,"score_spread":0.3621311753641079,"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."}}