{"id":"W4238747102","doi":"10.1007/bf02819932","title":"Book reviews","year":2007,"lang":"en","type":"article","venue":"Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001340115,0.00006884278,0.000105259,0.000004773968,0.00006409093,0.000008398366,0.00009089032,0.00005056176,0.0008391659],"category_scores_gemma":[0.00003279699,0.00005923284,0.0002548745,0.0001655767,0.00005142843,0.00007919946,0.00002687903,0.0001092492,0.01677866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009489846,"about_ca_system_score_gemma":0.00001317528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003898692,"about_ca_topic_score_gemma":0.000003221972,"domain_scores_codex":[0.9993539,0.00001747385,0.0001466074,0.0001209402,0.0001244664,0.0002366339],"domain_scores_gemma":[0.9996242,0.00002241785,0.00005269851,0.0002161639,0.00002178943,0.00006271732],"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":[0.000001106688,0.00001251767,0.0003988972,0.00001017606,0.000007110047,5.502122e-7,0.0006641207,8.218262e-8,0.005061528,0.0001143576,0.9921529,0.00157668],"study_design_scores_gemma":[0.0001145936,0.000005107949,0.001749632,0.00001066271,0.000008147399,0.000001432963,0.00008522155,0.000006601629,0.001233302,0.00005405888,0.996657,0.0000742687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02752141,0.5388871,0.006038823,0.001545816,0.0009879355,0.001957354,0.00004908362,0.001716124,0.4212963],"genre_scores_gemma":[0.0757691,0.03487795,0.117188,0.2665089,0.006052788,0.0001314355,0.0001803202,0.000942266,0.4983493],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5040092,"threshold_uncertainty_score":0.9839869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047724730325025,"score_gpt":0.3240709560273135,"score_spread":0.2935937087240633,"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."}}