{"id":"W1984519067","doi":"10.5539/elt.v6n11p77","title":"Young Adult Literature in the Malaysian Secondary School","year":2013,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Literary Theory and Cultural Hermeneutics","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education, India; Ministry of Earth Sciences","keywords":"Psychology; Reading (process); Young adult; Relevance (law); Context (archaeology); Identity (music); Reciprocity (cultural anthropology); Pedagogy; Developmental psychology; Social psychology; Linguistics; Aesthetics","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":[0.002279971,0.0004351133,0.0007907847,0.00207187,0.008945832,0.006066495,0.0006996425,0.001225402,0.003729708],"category_scores_gemma":[0.004090678,0.0003603299,0.0002908555,0.001647648,0.004217179,0.002299983,0.003858438,0.001496867,0.0007047937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002604655,"about_ca_system_score_gemma":0.003091975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690489,"about_ca_topic_score_gemma":0.01296137,"domain_scores_codex":[0.9981465,0.0009354437,0.0001188266,0.0001496242,0.0003467512,0.0003027837],"domain_scores_gemma":[0.9967452,0.001049157,0.0007342346,0.00009195328,0.0003540258,0.001025507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000161585,0.00006711911,0.00899049,0.0001442243,0.000003769897,0.002671467,0.9802548,0.000006986412,0.0007782137,0.001056209,0.0005562417,0.005454306],"study_design_scores_gemma":[0.000002933929,0.0001026728,0.01012427,0.0001863598,0.000006081497,0.001529246,0.9610636,0.00001197636,0.0002323773,0.0001558404,0.02657689,0.000007740879],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867432,0.0029925,0.0001221771,0.0007075775,0.00006905415,0.00003799574,0.00002998693,0.00001020158,0.009287303],"genre_scores_gemma":[0.9910225,0.002053569,0.0002214191,0.0003339492,0.0000360616,0.00002724467,0.00003208866,0.00001001108,0.006263185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008945832,"threshold_uncertainty_score":0.01889813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004966444760163752,"score_gpt":0.2000263916013271,"score_spread":0.1950599468411633,"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."}}