{"id":"W3202754594","doi":"10.5430/wjel.v11n2p177","title":"Communicative Reading Comprehension Competency Influences Written Composition Skills Performance of Faculty in English Discipline","year":2021,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transactional leadership; Reading (process); Reading comprehension; Literacy; Psychology; Comprehension; Composition (language); Transactional analysis; Mathematics education; Pedagogy; Linguistics; Social psychology","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":[0.0008478634,0.0001302187,0.0003899582,0.0003101532,0.00007062496,0.00005231994,0.0007381495,0.0000394177,0.00001886048],"category_scores_gemma":[0.000795108,0.0001110629,0.0001019262,0.0008616633,0.00008314305,0.0007550147,0.0002493782,0.00045219,8.650126e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007404169,"about_ca_system_score_gemma":0.0001972183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001466559,"about_ca_topic_score_gemma":0.00005308353,"domain_scores_codex":[0.9982326,0.0003303791,0.0006862971,0.0001651867,0.0003942811,0.0001912348],"domain_scores_gemma":[0.9967654,0.000685551,0.0005444349,0.0003958025,0.001501645,0.0001072039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001533054,0.003130753,0.2402917,0.0004145708,0.0002131542,0.0003070445,0.5974236,0.003226859,0.05810534,0.02568103,0.001095228,0.06995746],"study_design_scores_gemma":[0.00548837,0.0007226831,0.7866536,0.006881325,0.000114838,0.0001386426,0.06109999,0.00496113,0.1173729,0.00190872,0.01356689,0.001090919],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948667,0.001212765,0.0006030011,0.0003052786,0.0009356721,0.00007500058,0.000008935544,0.00001909022,0.001973519],"genre_scores_gemma":[0.8077507,0.0001969591,0.1915851,0.0001123981,0.0002658183,0.000002263113,0.00001722028,0.000006239293,0.00006329987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463619,"threshold_uncertainty_score":0.4529014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698132105896217,"score_gpt":0.317402395712394,"score_spread":0.3004210746534318,"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."}}