{"id":"W4248117591","doi":"10.1002/9781405198431.wbeal0357","title":"Edwards, John","year":2012,"lang":"en","type":"other","venue":"The Encyclopedia of Applied Linguistics","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006518793,0.0005268586,0.0003484483,0.001185241,0.002254559,0.003109209,0.0004623549,0.000992947,0.1861825],"category_scores_gemma":[0.004891973,0.0001880879,0.0001937303,0.0006365955,0.0006938229,0.001715088,0.001087596,0.00193608,0.07555635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586048,"about_ca_system_score_gemma":0.002257762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007469628,"about_ca_topic_score_gemma":0.01648294,"domain_scores_codex":[0.9993411,0.00007367328,0.00002930929,0.0001275677,0.0003672678,0.00006104154],"domain_scores_gemma":[0.9979721,0.0002278325,0.00005445713,0.0001034371,0.001176672,0.0004654814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005119712,0.00000343615,0.00005727332,0.0000278803,6.350264e-7,0.00003923255,0.00005225773,0.00001545163,0.00004079702,0.006179349,0.9640688,0.02950978],"study_design_scores_gemma":[6.982466e-7,0.000001541373,0.00008860265,0.00004022923,4.117919e-7,0.00005011175,0.00004933291,0.000009231339,0.00003134152,0.000753995,0.9989731,0.000001400727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008948398,0.02925071,0.0009740954,0.09377927,0.06506371,0.00004793581,0.0006443525,0.0002718973,0.8090733],"genre_scores_gemma":[0.005910233,0.007582379,0.0002882994,0.00406815,0.003082328,0.00001707125,0.000101353,0.0001119382,0.9788384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8138175,"threshold_uncertainty_score":0.6228426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406985042567016,"score_gpt":0.2963513635390874,"score_spread":0.2822815131134172,"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."}}