{"id":"W2013295070","doi":"10.1087/20120316","title":"Book Reviews","year":2012,"lang":"en","type":"article","venue":"Learned Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Media studies; Library science; Sociology; Political science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008830143,0.0008509411,0.00102014,0.003518007,0.0009700629,0.005328989,0.002196226,0.002274011,0.4706345],"category_scores_gemma":[0.006714569,0.0004052113,0.0006984463,0.004211823,0.0006872218,0.003092451,0.001621727,0.002393258,0.454221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478106,"about_ca_system_score_gemma":0.003283052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081411,"about_ca_topic_score_gemma":0.004314293,"domain_scores_codex":[0.9984264,0.0001500715,0.00009570177,0.0002006872,0.00102597,0.0001011609],"domain_scores_gemma":[0.996507,0.0005878162,0.0002109205,0.0002784392,0.001944064,0.000471709],"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":[0.000008448093,0.00001317156,0.00002183706,0.000404189,0.000003543023,0.0000341238,0.00002246249,0.00003023011,0.0001083211,0.001962147,0.9252293,0.07216214],"study_design_scores_gemma":[0.00000219609,0.000003964896,0.00003904385,0.0002468794,0.000001918894,0.00007370191,0.00001343171,0.000005703583,0.00002390372,0.0004857566,0.9991014,0.000002158343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003719876,0.190091,0.001901164,0.02147476,0.0631463,0.0002172851,0.00324143,0.00101039,0.7185456],"genre_scores_gemma":[0.001964277,0.09349591,0.001678092,0.01196131,0.01410074,0.0001290121,0.00336896,0.0004791011,0.8728226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4706345,"threshold_uncertainty_score":0.7550756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117498977483914,"score_gpt":0.285232237681694,"score_spread":0.16773326019778,"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."}}