{"id":"W2788252806","doi":"10.5539/ijel.v8n3p131","title":"Metacognitive Scaffolding in Reading Comprehension: Classroom Observations Reveal Strategies to Overcome Reading Obstacles of Engineering Students at QUEST, Nawabshah, Sindh, Pakistan","year":2018,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metacognition; Mathematics education; Reading comprehension; Session (web analytics); Class (philosophy); Comprehension; Reading (process); Psychology; Think aloud protocol; Computer science; Pedagogy; Cognition; Artificial intelligence; Linguistics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002598027,0.0002252996,0.000461019,0.0007895111,0.00009752253,0.0001300675,0.0006220657,0.0001394219,0.00007425088],"category_scores_gemma":[0.03648105,0.0002328726,0.000116199,0.0004375351,0.00009093362,0.0001483012,0.0001787799,0.0006700114,0.000006390588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473547,"about_ca_system_score_gemma":0.00008881934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009477263,"about_ca_topic_score_gemma":0.00002103676,"domain_scores_codex":[0.9970772,0.0004180602,0.001204539,0.0002571905,0.000743099,0.0002999708],"domain_scores_gemma":[0.9833129,0.00145654,0.0007983964,0.0001812238,0.01414734,0.0001036186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002117821,0.001214148,0.5956774,0.0001267723,0.002906896,0.0007356565,0.1390502,0.01159206,0.02424197,0.2129571,0.005755462,0.003624548],"study_design_scores_gemma":[0.003463658,0.001125681,0.8637629,0.003025113,0.000208618,0.00003947402,0.01579829,0.0006003585,0.003965517,0.002524686,0.1046423,0.0008435136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96389,0.00009424725,0.008512212,0.00002611878,0.01427247,0.0001192446,0.00003498499,0.00004095114,0.01300973],"genre_scores_gemma":[0.9610712,0.000006164737,0.03304675,0.0001129874,0.005440895,0.000003096561,0.00001384024,0.00003926254,0.0002658398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2680855,"threshold_uncertainty_score":0.9716351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253181628173201,"score_gpt":0.409887620356999,"score_spread":0.357355804075267,"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."}}