{"id":"W2970900154","doi":"10.1080/1358684x.2019.1643228","title":"I Hate Writing: Making a Case for the Creation of Graphic Novels in the Caribbean English Classroom to Develop Students’ Creative Writing Skills","year":2019,"lang":"en","type":"article","venue":"Changing English","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Creative writing; Pedagogy; Mathematics education; Psychology; Visual arts; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.001600097,0.0001686594,0.0002125419,0.0003190528,0.0004052919,0.0004288808,0.0003185289,0.00004992588,0.00006815046],"category_scores_gemma":[0.001343418,0.0001171237,0.00007347395,0.0003461285,0.00006383508,0.0003558646,0.00006467474,0.0001745528,0.000003307138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006869298,"about_ca_system_score_gemma":0.00005615678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001614971,"about_ca_topic_score_gemma":0.0005838393,"domain_scores_codex":[0.9985965,0.00009505622,0.0003923804,0.0002514114,0.0002790528,0.0003855836],"domain_scores_gemma":[0.9972488,0.001311108,0.0001802561,0.0002634321,0.0009635596,0.00003286276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001260876,0.00008119134,0.009301936,0.0001054136,0.0000323036,0.000004845592,0.9794681,0.00002331596,0.000004556086,0.008546438,0.0004807508,0.001938556],"study_design_scores_gemma":[0.0004550232,0.00006701263,0.002753036,0.0005109574,0.00005051882,0.000005543268,0.9796743,0.0001518882,0.00008766959,0.0001766601,0.01587745,0.0001898863],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918814,0.0001223157,0.000161259,0.0001926634,0.001805195,0.001160377,0.00007559942,0.00005139762,0.004549779],"genre_scores_gemma":[0.9960935,0.000006654067,0.0001449121,0.000444947,0.00237445,0.0002760489,0.00005550206,0.00002885025,0.0005751455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0153967,"threshold_uncertainty_score":0.4776166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598705881177138,"score_gpt":0.2888913349096259,"score_spread":0.2629042760978546,"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."}}