{"id":"W4238619506","doi":"10.1007/978-981-287-588-4_114","title":"Multimodal Literacies","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Linguistics; Philosophy","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":[0.0005159461,0.0007401102,0.0002922383,0.001416109,0.002334359,0.009432551,0.000691362,0.001482053,0.05022798],"category_scores_gemma":[0.002046857,0.000221967,0.0002078088,0.001331582,0.005427558,0.007385386,0.004702901,0.002367853,0.006165461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950956,"about_ca_system_score_gemma":0.001479391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272267,"about_ca_topic_score_gemma":0.003097349,"domain_scores_codex":[0.9994815,0.0002068234,0.00001968283,0.00008573216,0.0001187053,0.00008769362],"domain_scores_gemma":[0.9995393,0.0002229572,0.00002932701,0.00008086536,0.00005965367,0.0000679928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000112272,0.00002108919,0.0001392764,0.0001080611,0.000003093825,0.00007241889,0.005982104,0.00009184004,0.000184537,0.8966417,0.02934386,0.06740066],"study_design_scores_gemma":[0.000005012475,0.00001662977,0.0004284961,0.0006922085,0.000005553953,0.0002957971,0.003988262,0.0002524589,0.0003787463,0.264314,0.7296118,0.00001095617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002732726,0.004406564,0.003548055,0.001589946,0.0001906992,0.00001687203,0.00006168013,0.00007945189,0.987374],"genre_scores_gemma":[0.2580153,0.01023581,0.004541293,0.001788541,0.0006885857,0.0001669608,0.0003998173,0.0002748792,0.7238888],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05022798,"threshold_uncertainty_score":0.1680294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04697522621568539,"score_gpt":0.2554917081182072,"score_spread":0.2085164819025218,"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."}}