{"id":"W2018744193","doi":"10.5430/wjel.v3n1p78","title":"New Reading Activities","year":2013,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohesion (chemistry); Repertoire; Computer science; Linguistics; Coherence (philosophical gambling strategy); Reading (process); Text linguistics; Foreign language; Literature; Philosophy; Mathematics; Chemistry; 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":[0.00262263,0.0006765894,0.0004255419,0.0024174,0.001916548,0.005498508,0.002126572,0.001496971,0.04217914],"category_scores_gemma":[0.01280308,0.0002817105,0.0007269048,0.001211573,0.001798511,0.008583911,0.005856417,0.002167923,0.0107132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182058,"about_ca_system_score_gemma":0.0009893262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002473824,"about_ca_topic_score_gemma":0.0007279121,"domain_scores_codex":[0.9954337,0.001838857,0.00027999,0.0008861126,0.0012358,0.0003253971],"domain_scores_gemma":[0.9908804,0.004077639,0.000791151,0.00195918,0.001063068,0.001228564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003999675,0.001081203,0.01016728,0.0009243253,0.00003416534,0.002909093,0.1552253,0.0009175355,0.01225708,0.1631105,0.02592655,0.6270469],"study_design_scores_gemma":[0.00005792156,0.0004138214,0.0102633,0.0006884068,0.00004199585,0.002788614,0.03757907,0.00174704,0.008736591,0.06454486,0.8730562,0.00008212763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2293725,0.001452893,0.04884741,0.003228092,0.0008335233,0.0006677299,0.0005276011,0.001744051,0.7133262],"genre_scores_gemma":[0.6484208,0.001513712,0.05023251,0.0004827906,0.0005307244,0.0004094156,0.001003784,0.0006886598,0.2967176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04217914,"threshold_uncertainty_score":0.1411033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176496244705697,"score_gpt":0.2451099270359202,"score_spread":0.2333449645888632,"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."}}