{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002082771,0.0001499582,0.000331129,0.0003798078,0.0001325212,0.000348945,0.0002618926,0.00001680694,0.02081568],"category_scores_gemma":[0.0003453541,0.0001103062,0.0002216055,0.00008620803,0.0001120242,0.0009141624,0.00005099045,0.0002494238,0.00006753278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000391598,"about_ca_system_score_gemma":0.00003851764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004298427,"about_ca_topic_score_gemma":0.001383613,"domain_scores_codex":[0.9989547,0.00004138502,0.0003709369,0.000098094,0.0003009781,0.0002338882],"domain_scores_gemma":[0.9989309,0.0001255385,0.0003122097,0.0001755626,0.0003468563,0.000108989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001448341,0.00006008051,0.0003050098,0.00002108682,0.0005350891,0.00009134331,0.531907,0.00001369515,0.0002583339,0.05504206,0.3673234,0.04442847],"study_design_scores_gemma":[0.000485419,0.00007580918,0.0001265613,0.0001685936,0.0002035918,0.000006608841,0.434882,0.000004323906,0.0006941912,0.0008847681,0.5621912,0.0002768926],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1468702,0.004138933,0.00004905002,0.0003448186,0.002359329,0.00008669272,0.000005011455,0.00005893825,0.8460871],"genre_scores_gemma":[0.8933173,0.00003636681,0.000719177,0.0002405542,0.008510983,0.000002371647,0.00000163351,0.00002308259,0.09714854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7489386,"threshold_uncertainty_score":0.9800794,"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."}}