{"id":"W2008916354","doi":"10.5539/ells.v5n1p109","title":"The Role of Literature in Enhancing Creative Writing from Teachers’ Perspectives","year":2015,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creative writing; English language; Creative brief; Creative work; Professional writing; Mathematics education; Sample (material); Pedagogy; Psychology; Computer science; Creativity; Literature; Visual arts; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008262208,0.0004029033,0.0004398031,0.003817826,0.003219707,0.009658802,0.0008280267,0.0009386623,0.002444833],"category_scores_gemma":[0.03124691,0.000292888,0.0004870452,0.001509892,0.004451069,0.004827352,0.003763534,0.001359762,0.0003207527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207618,"about_ca_system_score_gemma":0.003014071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000345718,"about_ca_topic_score_gemma":0.0008807729,"domain_scores_codex":[0.9911547,0.006502041,0.0003477526,0.0003018274,0.001312222,0.0003815322],"domain_scores_gemma":[0.9233972,0.06505912,0.004222482,0.001253372,0.003966761,0.002101049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002876138,0.0007254806,0.02007543,0.003029789,0.00008544008,0.006826683,0.5940055,0.0004479373,0.0132458,0.04520408,0.00240146,0.3136647],"study_design_scores_gemma":[0.0002685097,0.00153078,0.06639817,0.004705798,0.0003818118,0.009461494,0.7103465,0.001366557,0.01783489,0.06547185,0.1221043,0.0001293946],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.826576,0.01186681,0.01190665,0.006396823,0.0003170294,0.0001511726,0.00002750177,0.0001219428,0.1426362],"genre_scores_gemma":[0.9903886,0.002372017,0.004612301,0.0002013268,0.00006733385,0.00005496111,0.00001043422,0.00002308301,0.00227005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009658802,"threshold_uncertainty_score":0.04369521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372584203762125,"score_gpt":0.3356493012136293,"score_spread":0.3219234591760081,"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."}}