{"id":"W7116226435","doi":"","title":"Bangladeshi pupils","year":2004,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Context (archaeology); Ethnography; Ethnic group; Period (music); Pupil; Qualitative research","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":[],"consensus_categories":[],"category_scores_codex":[0.0009274239,0.0005145165,0.0004775228,0.0009488012,0.005711122,0.00355,0.0004252505,0.0008471298,0.1381621],"category_scores_gemma":[0.001467461,0.000322534,0.0002727313,0.001902454,0.0008867849,0.002059847,0.002898692,0.001017426,0.05218202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686914,"about_ca_system_score_gemma":0.001364025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412543,"about_ca_topic_score_gemma":0.0209903,"domain_scores_codex":[0.99937,0.0001038691,0.00005342501,0.0001241477,0.0001431713,0.0002053444],"domain_scores_gemma":[0.9994193,0.00006427541,0.00008843139,0.00007659021,0.0001739828,0.0001774564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003175868,0.0004447426,0.08898323,0.001570238,0.00004778293,0.003582076,0.1566619,0.00008090518,0.005828502,0.06982852,0.3935134,0.2791411],"study_design_scores_gemma":[0.00001817284,0.00008850011,0.02699036,0.0001476106,0.00000841682,0.0008896532,0.0387122,0.00001235346,0.0002249587,0.0009590192,0.9319225,0.00002626132],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2458695,0.005860317,0.0005543898,0.01254503,0.001053203,0.0004616462,0.00607429,0.0002096846,0.7273719],"genre_scores_gemma":[0.3890121,0.007748922,0.001013349,0.007815923,0.0002626878,0.0005127672,0.002891842,0.0001349641,0.5906074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1381621,"threshold_uncertainty_score":0.4621984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05952247890051891,"score_gpt":0.3791599575458829,"score_spread":0.319637478645364,"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."}}