{"id":"W4321433955","doi":"10.5539/ijel.v13n2p58","title":"English Language Learning and Prospect of Secondary Schools in Bangladesh","year":2023,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; English language; Class (philosophy); Foundation (evidence); Psychology; Pedagogy; Political science; Computer science; Artificial intelligence","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":[0.001314845,0.00006077321,0.0001360742,0.0002512968,0.00005333736,0.00007566586,0.0002346224,0.00006249863,0.0001085181],"category_scores_gemma":[0.123377,0.0000622867,0.00004628067,0.0001806135,0.00007469006,0.0001355878,0.00004595693,0.0005178848,0.00000239579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007147942,"about_ca_system_score_gemma":0.0003336203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087141,"about_ca_topic_score_gemma":0.0001913906,"domain_scores_codex":[0.9988163,0.0001058932,0.0003563389,0.00008376325,0.0005132971,0.0001244099],"domain_scores_gemma":[0.9918417,0.0006777947,0.0003633051,0.0000371375,0.007009999,0.00007001383],"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":[0.0002496271,0.0004699263,0.3098407,0.0001201843,0.0003972402,0.0003237124,0.448679,0.0006593316,0.00009978076,0.2107572,0.01332229,0.01508101],"study_design_scores_gemma":[0.0006370022,0.00008377869,0.01168262,0.000168791,0.00001890367,9.373664e-7,0.2278348,0.00002943737,0.0001042404,0.003390132,0.7559293,0.000120048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8181636,0.001259508,0.000004083806,0.000548792,0.01230224,0.00008434513,0.00001688119,0.00003701144,0.1675835],"genre_scores_gemma":[0.9873008,0.001636418,0.0003774932,0.00002605576,0.01026926,0.000001137804,0.000006027658,0.000008502045,0.0003743433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.742607,"threshold_uncertainty_score":0.8840072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023969302983327,"score_gpt":0.3580237846534721,"score_spread":0.3377840916236389,"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."}}