{"id":"W2532487197","doi":"10.1007/978-981-10-1673-8_19","title":"MEDIAtion: Flexible Literacy Terms, Communication and “Viral” Learning in 9–12 Classrooms","year":2016,"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":"York University","funders":"","keywords":"Practicum; Flexibility (engineering); Curriculum; Mediation; Mathematics education; Literacy; Vocabulary; School library; Pedagogy; Psychology; Sociology; Computer science; Library science; Management","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":[0.001359677,0.0004927499,0.0002749494,0.0004677334,0.003284928,0.01028067,0.001296466,0.001781322,0.0191804],"category_scores_gemma":[0.004456703,0.0003013909,0.0002886037,0.0005267996,0.0118205,0.0107916,0.007031478,0.003982147,0.002140405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127263,"about_ca_system_score_gemma":0.003064831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642989,"about_ca_topic_score_gemma":0.004008987,"domain_scores_codex":[0.9983554,0.0009289667,0.00004436178,0.0001755319,0.0002414436,0.0002541333],"domain_scores_gemma":[0.9986296,0.000775243,0.0001021453,0.0001893008,0.0001076166,0.0001961605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005718235,0.0001019159,0.001236244,0.00005570367,0.000003633299,0.0002228597,0.06312878,0.0001740923,0.0009694093,0.8776266,0.004743091,0.05168055],"study_design_scores_gemma":[0.00005172562,0.0001087011,0.002818419,0.0004436068,0.00001559981,0.0004206095,0.07409625,0.00177916,0.003091262,0.6649079,0.2522203,0.00004658657],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1281693,0.00211272,0.02714595,0.006795164,0.0003391827,0.00008151055,0.0000391102,0.0003037665,0.8350133],"genre_scores_gemma":[0.9192946,0.000676752,0.003981167,0.0003286386,0.00007590231,0.0001029374,0.0000340545,0.0001183892,0.07538749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0191804,"threshold_uncertainty_score":0.06416482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584035977541759,"score_gpt":0.247018601826726,"score_spread":0.2211782420513084,"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."}}