{"id":"W4249765997","doi":"10.1080/13597566.2010.507407","title":"Book Reviews","year":2010,"lang":"en","type":"article","venue":"Regional & Federal Studies","topic":"Social Science and Policy Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political science; Regional science; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001099492,0.00008817326,0.0001943869,0.00003411364,0.002247139,0.00009436074,0.0002838722,0.00006975396,0.0005424187],"category_scores_gemma":[0.0008739717,0.00006747001,0.0001115233,0.0002730772,0.001123521,0.0002349787,0.00006957666,0.0002300736,0.0005200426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005799446,"about_ca_system_score_gemma":0.0001641729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00286143,"about_ca_topic_score_gemma":0.0100188,"domain_scores_codex":[0.9985293,0.0001563594,0.0001458274,0.0001869636,0.0005339988,0.0004475531],"domain_scores_gemma":[0.9993082,0.0002414901,0.00005076461,0.0001031333,0.0001409094,0.0001555513],"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":[0.000003969243,0.00001635041,0.001926613,0.000005280982,0.00001478083,0.00000209174,0.009793105,3.722404e-8,0.0001601757,0.05924965,0.9201634,0.008664574],"study_design_scores_gemma":[0.00005575402,0.00001381886,0.00178009,0.00001075821,0.000002508078,7.875554e-7,0.002412077,3.042852e-7,0.00001138014,0.005578252,0.9900429,0.00009139258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09493211,0.1321098,0.000006100705,0.367996,0.002187575,0.001184426,0.000003005098,0.0002409459,0.40134],"genre_scores_gemma":[0.2723037,0.2682529,0.0005973152,0.0700357,0.01486467,0.0003835895,0.000005012867,0.00003596714,0.3735212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2979603,"threshold_uncertainty_score":0.9990518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2504153129175236,"score_gpt":0.5206845987095372,"score_spread":0.2702692857920136,"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."}}