{"id":"W1482544387","doi":"10.58680/la2000108","title":"The Naked Truth about Being Literate","year":2000,"lang":"en","type":"article","venue":"Language Arts","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Reading (process); Multicultural education; Literacy; Sociology; Psychology; Linguistics; Pedagogy; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003092459,0.00004698499,0.00004541776,0.00001479277,0.0006574199,0.000172583,0.0001375314,0.00002916754,0.002645919],"category_scores_gemma":[0.0002008751,0.00003331902,0.00003130962,0.0001183603,0.00008759254,0.0000723906,0.000005664878,0.00006317968,0.0004987241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001821988,"about_ca_system_score_gemma":0.00006876508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018653,"about_ca_topic_score_gemma":0.00116386,"domain_scores_codex":[0.9993802,0.00009553571,0.00009032526,0.00008752345,0.0001266336,0.0002198379],"domain_scores_gemma":[0.9995722,0.0001614021,0.00002148537,0.0001401825,0.00002082656,0.00008391783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005424375,0.00001400003,0.0001208018,0.000001501947,0.000003972562,0.000004812408,0.428141,0.000001229265,0.0000412631,0.04531566,0.001357465,0.5249929],"study_design_scores_gemma":[0.00008033447,0.0000037787,0.001428402,0.00000852319,0.000002391588,5.91443e-7,0.008951942,0.00001484409,0.0001688737,0.0007916706,0.9884871,0.00006153075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.546886,0.0002841515,4.846617e-7,0.001554391,0.0002174377,0.00005184471,0.000001166271,0.00004631638,0.4509583],"genre_scores_gemma":[0.8935454,0.0001090205,0.00004354956,0.001388635,0.0006971231,0.000006260626,0.000002731228,0.000005068428,0.1042022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9871296,"threshold_uncertainty_score":0.9982658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546378344229116,"score_gpt":0.4307480721828524,"score_spread":0.4052842887405612,"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."}}