{"id":"W1519210014","doi":"","title":"Voices of authority : education and linguistic difference","year":2001,"lang":"en","type":"book","venue":"University of Birmingham Research Portal (University of Birmingham)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Indigenous; Gender studies; Humanities; Pedagogy; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.001255569,0.0004229663,0.000597133,0.001286381,0.01247372,0.009747203,0.0009808523,0.002111567,0.03437006],"category_scores_gemma":[0.002987404,0.0002177532,0.0001772073,0.002666667,0.01038689,0.005892158,0.004128716,0.004690636,0.00181763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009085892,"about_ca_system_score_gemma":0.006067003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09146871,"about_ca_topic_score_gemma":0.1185604,"domain_scores_codex":[0.9991296,0.0003302787,0.00003313743,0.0001119691,0.0001728928,0.0002221378],"domain_scores_gemma":[0.998077,0.0009810707,0.00008457749,0.0001066585,0.0002676495,0.0004828915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005073553,0.00008481788,0.001471089,0.0002436995,0.000005093005,0.000399201,0.1996161,0.00006194924,0.0003315691,0.5197507,0.2192153,0.05876969],"study_design_scores_gemma":[0.000006424394,0.000020602,0.003407434,0.0005734484,0.000002432546,0.0001091319,0.1274067,0.00003868856,0.00006864061,0.02208999,0.8462635,0.00001305548],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02854063,0.1019386,0.0008846026,0.1219895,0.01801002,0.00006913108,0.0003569945,0.00006014179,0.7281504],"genre_scores_gemma":[0.5508855,0.05034424,0.000657942,0.008225169,0.01001427,0.0001612494,0.0003831907,0.0001945577,0.3791338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09146871,"threshold_uncertainty_score":0.1818725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09311304823568267,"score_gpt":0.4139790964143484,"score_spread":0.3208660481786657,"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."}}