{"id":"W2028123867","doi":"10.5539/elt.v1n2p104","title":"An Exploration of Schema Theory in Intensive Reading","year":2008,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schema (genetic algorithms); Psychology; Subject matter; Linguistics; Cognitive psychology; Cognitive science; Computer science; Pedagogy; Information retrieval","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":[0.001182072,0.000119881,0.0001927887,0.0001989291,0.0002922981,0.00004886186,0.0001408736,0.00004305639,0.0002380681],"category_scores_gemma":[0.001589037,0.0001109492,0.00004895921,0.00003015707,0.0000984651,0.001236092,0.0000250923,0.0006632004,0.000009265706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000333987,"about_ca_system_score_gemma":0.00001612591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005985262,"about_ca_topic_score_gemma":0.0001901921,"domain_scores_codex":[0.9987698,0.0004679426,0.0002467938,0.0001875118,0.0001420807,0.0001858375],"domain_scores_gemma":[0.9993593,0.0001977678,0.0001130355,0.0002185367,0.00007177106,0.00003962797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001490653,0.00004375319,0.0006587628,0.00001359494,0.000008137124,0.0000311056,0.8606394,0.00009452379,0.001190063,0.1337371,0.00005680918,0.003511912],"study_design_scores_gemma":[0.0003204158,0.00008629962,0.0000940695,0.000158689,0.000008854789,0.000004125272,0.9945108,0.000249312,0.001024195,0.0006869996,0.002664073,0.0001921667],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271266,0.0001600553,0.0004705948,0.00002141493,0.000242229,0.00007057434,0.000002670194,0.0001821728,0.07172363],"genre_scores_gemma":[0.9972759,0.000004144155,0.0004851797,0.0001237692,0.0007680936,0.000006302258,0.00003107274,0.00002750904,0.001278004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1338714,"threshold_uncertainty_score":0.4524376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235971868581601,"score_gpt":0.2806634632824197,"score_spread":0.2383037445966037,"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."}}