{"id":"W2044365325","doi":"10.1080/14781700802113465","title":"A conservative revolution in publishing","year":2008,"lang":"en","type":"article","venue":"Translation Studies","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Political 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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01040735,0.0003896053,0.0005316373,0.002456763,0.01205477,0.01963207,0.001227222,0.00307669,0.01162322],"category_scores_gemma":[0.01758786,0.0003126877,0.0002852744,0.003754532,0.02603271,0.01023686,0.006821667,0.005450236,0.002205208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009668372,"about_ca_system_score_gemma":0.007365877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006223303,"about_ca_topic_score_gemma":0.00452264,"domain_scores_codex":[0.9797221,0.01091416,0.0005623484,0.001568298,0.005461113,0.001772059],"domain_scores_gemma":[0.9854158,0.007098644,0.001451324,0.002593726,0.001981132,0.00145934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003939908,0.0000196561,0.0004544259,0.00005036351,0.000004368683,0.000205751,0.0289082,0.00007595326,0.00009799946,0.9262906,0.02761817,0.01623522],"study_design_scores_gemma":[0.00002201989,0.00002343078,0.001002385,0.000223426,0.000004954091,0.0002254005,0.01167142,0.0001110906,0.0002537465,0.1013298,0.8851191,0.00001337087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04278432,0.009963385,0.002287407,0.07288174,0.00140564,0.00002585506,0.0000791182,0.0001060646,0.8704665],"genre_scores_gemma":[0.8690788,0.003076954,0.0007636569,0.009208207,0.00153311,0.0000520485,0.00006512494,0.0001318288,0.1160902],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.980368,"threshold_uncertainty_score":0.07014924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7222832988583422,"score_gpt":0.5414907232820856,"score_spread":0.1807925755762566,"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."}}