{"id":"W4235002720","doi":"10.1002/9781405198431.wbeal0497","title":"Heller, Monica","year":2012,"lang":"en","type":"other","venue":"The Encyclopedia of Applied Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anthropology; History; Sociology","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":[0.0005648467,0.0006226134,0.0003529367,0.001478937,0.003693698,0.003840601,0.0006527323,0.001001883,0.1959333],"category_scores_gemma":[0.002351461,0.0002426572,0.0001775837,0.001336778,0.001242048,0.001983091,0.001684926,0.002035441,0.05569439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006054052,"about_ca_system_score_gemma":0.004108275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08131535,"about_ca_topic_score_gemma":0.1609834,"domain_scores_codex":[0.9994181,0.00006453773,0.00002222678,0.0001699367,0.0002146362,0.0001104618],"domain_scores_gemma":[0.9990659,0.0001146191,0.00004293938,0.00007926948,0.0003617936,0.0003354268],"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":[0.00001336535,0.000008301222,0.0002091365,0.00005279107,0.000001383949,0.0001155716,0.0003033444,0.00003312857,0.00009310623,0.01388737,0.9347948,0.05048756],"study_design_scores_gemma":[8.009504e-7,0.000001022727,0.0002819561,0.0000341473,5.53198e-7,0.00005447483,0.0001336513,0.0000147814,0.00006017555,0.0006332497,0.9987832,0.000002009821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002413004,0.03335426,0.0007530451,0.08295787,0.01576189,0.00003642094,0.002110303,0.0006268094,0.8619865],"genre_scores_gemma":[0.01093312,0.004927905,0.000204252,0.002505168,0.0008711788,0.00001306173,0.0002267817,0.0001926261,0.980126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1959333,"threshold_uncertainty_score":0.655462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347561812589822,"score_gpt":0.3828453941421086,"score_spread":0.3493697760162104,"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."}}