{"id":"W6944090556","doi":"10.17863/cam.100302","title":"Educational provision for less able students of English and Maths","year":2014,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certificate; Inclusion (mineral); Core (optical fiber); Common core; Academic achievement; Secondary education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003650282,0.00003824015,0.00009988854,0.00004823128,0.0002377726,0.00001169832,0.000202203,0.00004274532,0.00002382316],"category_scores_gemma":[0.0001329745,0.00004648858,0.00003443628,0.00009392921,0.0001405978,0.0002713009,0.00003923953,0.0000323032,0.00000288788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906234,"about_ca_system_score_gemma":0.00009584571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469118,"about_ca_topic_score_gemma":0.000802624,"domain_scores_codex":[0.9994963,0.00002994918,0.00005536366,0.00009780188,0.000218296,0.0001022286],"domain_scores_gemma":[0.9994255,0.0001168268,0.00008136076,0.00007778596,0.0002443351,0.00005419496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002381507,0.0003465554,0.7495277,0.0003529214,0.00007840167,2.856511e-7,0.05579171,0.00001176499,0.0006263649,0.102207,0.06773583,0.02308325],"study_design_scores_gemma":[0.00165388,0.0001795025,0.6347812,0.0000958343,0.0000606192,1.819613e-7,0.03687451,0.0002131774,0.0002867535,0.0005188477,0.3251313,0.0002041904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858202,0.00003469893,0.0002485871,0.0006125749,0.0001779461,0.0001420585,0.00001294114,0.000008329988,0.01294271],"genre_scores_gemma":[0.9922413,0.00006969705,0.0006349063,0.00002688499,0.0001794223,3.105911e-7,0.000005382026,0.000002498929,0.006839596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2573955,"threshold_uncertainty_score":0.3732584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368845854807261,"score_gpt":0.2720232662700319,"score_spread":0.2583348077219593,"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."}}