{"id":"W2098320098","doi":"10.5430/wjel.v2n1p64","title":"Value of Literature in Language Teaching","year":2012,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Value (mathematics); Computer science; Foreign language; Foreign language teaching; Mathematics education; Linguistics; Psychology; Philosophy","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":[0.00269904,0.00008453912,0.0002097696,0.0004613445,0.00009919282,0.00003950344,0.0001990107,0.00004712496,0.000723695],"category_scores_gemma":[0.00438816,0.00007067957,0.00008144983,0.0007586281,0.00007808367,0.0005351868,0.00002209713,0.0004219802,9.300975e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007667173,"about_ca_system_score_gemma":0.00006719568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006221904,"about_ca_topic_score_gemma":0.002819117,"domain_scores_codex":[0.9986707,0.0003009806,0.0003983834,0.00006092811,0.0003230518,0.0002459521],"domain_scores_gemma":[0.9989336,0.0002106251,0.0003255631,0.0001085345,0.0003391222,0.00008251207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008814913,0.0001270181,0.04025547,0.00001958162,0.00002041153,0.00001106376,0.9214006,0.000002712693,0.0003486326,0.02889619,0.002569033,0.006340478],"study_design_scores_gemma":[0.0004761692,0.00002297796,0.03044818,0.000363909,0.00002130172,0.000003088924,0.8304256,6.500024e-7,0.0005288803,0.00006906955,0.1374929,0.0001473259],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8492643,0.01241249,0.00001131757,0.0003637887,0.001488348,0.00006712451,0.000003951369,0.00001491105,0.1363738],"genre_scores_gemma":[0.9925192,0.00007230737,0.001387207,0.0002256294,0.00320033,0.000001272646,0.000003084621,0.000008896065,0.002582092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432549,"threshold_uncertainty_score":0.7923953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086851929207651,"score_gpt":0.334055323914742,"score_spread":0.3231868046226655,"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."}}