{"id":"W2502442343","doi":"10.1007/978-981-4451-03-1","title":"Everyday Youth Literacies","year":2014,"lang":"en","type":"book","venue":"Cultural studies and transdisciplinarity in education","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Sophistication; Maturity (psychological); Subject (documents); Literacy; Field (mathematics); Sociology; Mathematics education; Computer science; Pedagogy; Psychology; Library science; Social science; Mathematics; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002140979,0.000396877,0.0005257866,0.0001532555,0.00059559,0.0003267516,0.0001470057,0.0001570563,0.000114462],"category_scores_gemma":[0.00003470423,0.0002942568,0.0001201959,0.0000385327,0.0005179954,0.0003869373,0.0000437828,0.0003867587,0.00004003837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472851,"about_ca_system_score_gemma":0.0002309561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001549283,"about_ca_topic_score_gemma":0.002016875,"domain_scores_codex":[0.9985254,0.00005591398,0.0004774818,0.0004464878,0.0002057873,0.0002889235],"domain_scores_gemma":[0.9990606,0.0001072095,0.0001770314,0.0001995597,0.0003671739,0.00008843074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001363873,0.00009649852,0.0000838418,0.0008108354,0.00006277426,3.251708e-7,0.9544853,5.317717e-7,2.136674e-7,0.01238604,0.02022651,0.01183348],"study_design_scores_gemma":[0.0002035764,0.00007112967,0.0005660299,0.001082199,0.0001744538,0.000002574122,0.5402182,0.00000226869,0.00000101411,0.02812486,0.4291243,0.0004294083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6674062,0.09999217,0.000001627705,0.005502546,0.01851396,0.001148777,0.0002111111,0.0001169294,0.2071067],"genre_scores_gemma":[0.3782672,0.005694712,0.00004328242,0.0003164147,0.005914152,0.0001274591,0.00101282,0.00003535465,0.6085886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4142672,"threshold_uncertainty_score":0.9999509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0613615116714016,"score_gpt":0.3138822032728918,"score_spread":0.2525206916014903,"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."}}