{"id":"W4232703879","doi":"10.1080/03050710701594746","title":"Book Reviews","year":2007,"lang":"en","type":"article","venue":"Commonwealth Law Bulletin","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Law; Political science; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00475732,0.0003166342,0.0005569112,0.00009436,0.0003538573,0.00004533109,0.0005726328,0.000138011,0.01072209],"category_scores_gemma":[0.0001883812,0.0002955331,0.0001672749,0.0002951325,0.0002431372,0.00005755621,0.000171597,0.0004950575,0.1472999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361185,"about_ca_system_score_gemma":0.00003540249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004462538,"about_ca_topic_score_gemma":0.000527135,"domain_scores_codex":[0.9968915,0.0003291403,0.000941214,0.0004478356,0.0003773159,0.00101297],"domain_scores_gemma":[0.9976825,0.00028225,0.0003614134,0.001086656,0.00008579827,0.0005013422],"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":[0.00007522654,0.0001048295,0.0001743315,0.00007352296,0.000006524578,0.00003288241,0.00008350684,6.825342e-7,0.0001943492,0.03358344,0.9622917,0.003379012],"study_design_scores_gemma":[0.0005502116,0.00007531005,0.0006434263,0.0001148229,0.00001569096,0.00002823136,0.00001531711,0.000002458971,0.0005682337,0.0001581551,0.9975186,0.0003095148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001120353,0.1757526,0.0006568296,0.01314222,0.0006660179,0.001836348,0.00003603093,0.001005622,0.805784],"genre_scores_gemma":[0.2003306,0.009750526,0.02121942,0.6572536,0.003363541,0.0004080199,0.0003249439,0.001317609,0.1060317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6997523,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146703545260693,"score_gpt":0.3140369445263443,"score_spread":0.2825699090737374,"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."}}