{"id":"W1964177518","doi":"10.1525/jlin.2007.17.2.301","title":"Book Reviews","year":2007,"lang":"en","type":"article","venue":"Journal of Linguistic Anthropology","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Intertextuality; Publishing; Sociology; Media studies; Anthropology; Art; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007618251,0.0009182937,0.00108889,0.003859136,0.0008168595,0.004432909,0.002096724,0.002421484,0.3486333],"category_scores_gemma":[0.00442677,0.0004377916,0.0007633796,0.004605256,0.0007106934,0.002971855,0.001658596,0.002493089,0.3148703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953245,"about_ca_system_score_gemma":0.003342341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00435503,"about_ca_topic_score_gemma":0.00792875,"domain_scores_codex":[0.9989665,0.0001019793,0.00006660073,0.0001553646,0.0006282788,0.00008128155],"domain_scores_gemma":[0.9977686,0.0004669684,0.0001498911,0.0001740785,0.001107267,0.0003332385],"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":[0.000008356363,0.000009656063,0.00002062392,0.0004025037,0.000003408008,0.00002854625,0.00001971287,0.00002533833,0.00006918626,0.001820209,0.926372,0.07122041],"study_design_scores_gemma":[0.000001914217,0.00000279837,0.00004761783,0.0002343061,0.000001955176,0.00005876161,0.00001045401,0.000003703371,0.00001413913,0.0004207458,0.9992018,0.000001695369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002555081,0.4753144,0.001082195,0.03249924,0.05685766,0.0001293787,0.00386261,0.0006453603,0.4293537],"genre_scores_gemma":[0.001755522,0.2485453,0.001228195,0.01644324,0.01867435,0.0001202722,0.003721307,0.0003819238,0.7091299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3486333,"threshold_uncertainty_score":0.9290955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04683913965281999,"score_gpt":0.4349068404303238,"score_spread":0.3880677007775038,"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."}}