{"id":"W3212356074","doi":"10.53103/cjlls.v1i1.12","title":"Integration of Literature in English Language Teaching: Learners’ Attitudes and Opinions","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Language and Literature Studies","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Essentialism; Qualitative property; Psychology; English as a foreign language; Qualitative research; Mathematics education; Foreign language; English language; Language education; Pedagogy; Linguistics; Computer science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004313103,0.00007112801,0.0001759918,0.0001904245,0.0001638343,0.0001506916,0.00005808035,0.00006561707,0.00002101279],"category_scores_gemma":[0.0008629542,0.00005692902,0.00003412936,0.000221036,0.0001197666,0.0002721399,0.000009594415,0.0003187038,7.465734e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003822464,"about_ca_system_score_gemma":0.0004543251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708086,"about_ca_topic_score_gemma":0.1161126,"domain_scores_codex":[0.9993447,0.0001787712,0.000170798,0.00008369097,0.00009865872,0.0001233525],"domain_scores_gemma":[0.9992881,0.0001500676,0.00008391956,0.00004782699,0.0003005926,0.0001294714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003313161,0.00001152579,0.02149535,0.00004632918,0.00003942005,0.0002079733,0.9598718,3.208061e-7,0.0002101094,0.01431242,0.0008435702,0.00295787],"study_design_scores_gemma":[0.0002142262,0.00004212644,0.01850688,0.0009989702,0.00001739435,0.00003183942,0.9627619,3.931549e-7,0.00004461746,0.0003879428,0.01690492,0.00008877964],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8627332,0.1315758,0.000001454537,0.002415858,0.0003263992,0.00003472289,0.00003010584,0.000002282306,0.002880183],"genre_scores_gemma":[0.996042,0.001421547,0.00041885,0.0001329676,0.0005515908,9.836045e-7,0.00002780702,0.000003540263,0.001400766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333087,"threshold_uncertainty_score":0.900016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499049891317423,"score_gpt":0.3799939582636068,"score_spread":0.3550034593504325,"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."}}