{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005830431,0.0003089495,0.0003076947,0.002092836,0.002197141,0.001984571,0.0003425718,0.0003772934,0.007314253],"category_scores_gemma":[0.002498768,0.0002263504,0.0001768707,0.002020573,0.000739857,0.0008637675,0.001315295,0.0005463816,0.001685344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552704,"about_ca_system_score_gemma":0.001788826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.035609,"about_ca_topic_score_gemma":0.06509413,"domain_scores_codex":[0.9992589,0.0001552131,0.00007302204,0.0001129455,0.0001588639,0.0002410239],"domain_scores_gemma":[0.9978051,0.0002285719,0.0004656682,0.00005302699,0.0005097701,0.0009378083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350912,0.0003215279,0.9652005,0.00006433724,0.000009016657,0.0005881138,0.01715188,0.0000577645,0.0007450962,0.0006573018,0.0008849143,0.01418446],"study_design_scores_gemma":[0.00001079947,0.0002768331,0.9610333,0.0000467306,0.000006129072,0.0001906589,0.0344424,0.00005283119,0.0002217507,0.0001755958,0.003528165,0.00001482218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947212,0.00008330298,0.00001156758,0.0001643288,0.00000282431,0.00001421362,0.000285839,0.000003295193,0.004713448],"genre_scores_gemma":[0.9985542,0.0001050661,0.00001943488,0.00003514382,0.000001663621,0.00001196345,0.0001468727,0.000001500799,0.001124214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.035609,"threshold_uncertainty_score":0.07080346,"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."}}