{"id":"W4405864857","doi":"10.1093/bjsw/bcae199","title":"The politics of the textbook, revisited","year":2024,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Political science; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003674986,0.0001850549,0.0004137842,0.00214316,0.009400886,0.0137338,0.001238941,0.001865463,0.00843754],"category_scores_gemma":[0.01506612,0.0002214168,0.0001734634,0.004059145,0.02332908,0.005006656,0.004786644,0.004094128,0.0007817108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03232715,"about_ca_system_score_gemma":0.01640386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.102268,"about_ca_topic_score_gemma":0.1529241,"domain_scores_codex":[0.9940082,0.002858475,0.0001793627,0.0006917295,0.001524481,0.00073781],"domain_scores_gemma":[0.9907855,0.004031468,0.0008298082,0.0004493218,0.002910801,0.0009930325],"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":[0.00002456301,0.00003203528,0.00369055,0.0002343022,0.000005620843,0.0004159513,0.1264098,0.0001430677,0.0003679351,0.8118913,0.02620625,0.0305786],"study_design_scores_gemma":[0.000009487872,0.00003368102,0.00996083,0.0007978816,0.00001116771,0.0001829916,0.1079221,0.0001717101,0.0004784439,0.04244209,0.8379638,0.00002578835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2303584,0.0115625,0.002733599,0.0980697,0.0023848,0.00005200395,0.0002218705,0.00009739812,0.6545197],"genre_scores_gemma":[0.9254599,0.002286064,0.0006698355,0.006112218,0.000368964,0.00002804906,0.00007063028,0.00008545775,0.06491898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.102268,"threshold_uncertainty_score":0.234551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214189530563901,"score_gpt":0.3053880370679404,"score_spread":0.2932461417623014,"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."}}