{"id":"W4386011537","doi":"10.20360/langandlit29579","title":"Case Study of Experiences with Transmediation for a Student with Learning Disabilities","year":2023,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Literacy; Pedagogy; Psychology; Mathematics education; Learning disability; Power (physics); Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002603324,0.000974274,0.0008400108,0.001615327,0.02014881,0.003411804,0.002759376,0.004774228,0.004088914],"category_scores_gemma":[0.00919088,0.0005973413,0.0006613098,0.001348213,0.007511623,0.003702979,0.008654608,0.005827887,0.0006352403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003086509,"about_ca_system_score_gemma":0.003286302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007678483,"about_ca_topic_score_gemma":0.02188822,"domain_scores_codex":[0.994543,0.003599736,0.0001738274,0.0003308702,0.0004527073,0.000899894],"domain_scores_gemma":[0.9933236,0.003251072,0.0005615294,0.0003613697,0.0004146658,0.002087772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.00005937177,0.000636395,0.007181392,0.0001504839,0.00001458862,0.04394329,0.9226734,0.0003708366,0.001097225,0.005925632,0.002318637,0.01562867],"study_design_scores_gemma":[0.00001239781,0.000311661,0.002619918,0.0001982181,0.00001438736,0.03504151,0.9185699,0.0005911445,0.001260216,0.001474253,0.03985401,0.00005244625],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773909,0.0004987426,0.002965719,0.004168498,0.00007626255,0.00009465348,0.0000469401,0.00005418325,0.01470399],"genre_scores_gemma":[0.9886485,0.000593681,0.002166759,0.0005307205,0.00003239512,0.00005751082,0.00002575678,0.00002924825,0.007915438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014881,"threshold_uncertainty_score":0.0223943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613946324002252,"score_gpt":0.3985959484542155,"score_spread":0.3724564852141929,"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."}}