{"id":"W2325642406","doi":"10.1080/1554480x.2011.604970","title":"<b>Handbook of adolescent literacy research</b>, edited by Leila Christenbury, Randy Bomer and Peter Smagorinsky","year":2011,"lang":"en","type":"article","venue":"Pedagogies An International Journal","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Literacy; Sociology; Pedagogy; Art; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002887632,0.0006331097,0.000772154,0.003990652,0.001369465,0.003728201,0.0008320347,0.001312116,0.03022981],"category_scores_gemma":[0.009576272,0.0006198295,0.0003631759,0.004055869,0.001381328,0.003816926,0.001614328,0.002720765,0.01921135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155794,"about_ca_system_score_gemma":0.008378358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065423,"about_ca_topic_score_gemma":0.03006729,"domain_scores_codex":[0.9981451,0.0008308269,0.0002264606,0.0001067236,0.0005872233,0.0001036792],"domain_scores_gemma":[0.9936348,0.003745615,0.0004049991,0.0002347329,0.001498805,0.0004811231],"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":[0.00001172567,0.0000352184,0.0004072033,0.0009496752,0.000003923275,0.0000541845,0.001887048,0.00003786983,0.0001645328,0.01335081,0.7457728,0.2373249],"study_design_scores_gemma":[0.000002291359,0.00001115892,0.001295339,0.001658294,0.000002350935,0.0002098845,0.0009067398,0.00001704344,0.00007283219,0.002335718,0.9934809,0.000007564979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002207521,0.6436998,0.01001834,0.05834064,0.02380538,0.0004106883,0.003038523,0.000710014,0.2577691],"genre_scores_gemma":[0.01305729,0.6979793,0.02225563,0.0137223,0.004419468,0.0008819905,0.002611016,0.0006232023,0.2444498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03022981,"threshold_uncertainty_score":0.1011288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1819175345631114,"score_gpt":0.3849389169650449,"score_spread":0.2030213824019335,"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."}}