{"id":"W4402279438","doi":"10.5539/ies.v17n5p59","title":"Hybridisation in English Newspapers in Bangladesh","year":2024,"lang":"en","type":"article","venue":"International Education Studies","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Mathematics education; Psychology; Sociology; Pedagogy; Linguistics; Media studies","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":[0.001175331,0.0002485989,0.0002377502,0.002633533,0.002899668,0.002557481,0.0002914251,0.0003238391,0.003744805],"category_scores_gemma":[0.00515747,0.000223335,0.00008337948,0.005445947,0.002884856,0.001983966,0.001728978,0.0005743267,0.0003728074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002358039,"about_ca_system_score_gemma":0.0006945123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007892899,"about_ca_topic_score_gemma":0.01939939,"domain_scores_codex":[0.9983929,0.0008737022,0.0001130479,0.0001779892,0.0003185179,0.0001238469],"domain_scores_gemma":[0.9920862,0.005512924,0.00126096,0.0001983013,0.0006476698,0.0002939636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000783131,0.00004378924,0.03229421,0.0004187145,0.00001387266,0.002203455,0.9406979,0.00003015228,0.005752663,0.002293683,0.001035036,0.01513818],"study_design_scores_gemma":[0.000006050486,0.00003606709,0.09430126,0.0001709477,0.00001504182,0.0009386807,0.8679219,0.00007550148,0.001497105,0.0003135388,0.03469838,0.00002551215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985906,0.0003972621,0.0001744116,0.0003570689,0.00001302547,0.00002834498,0.0002140668,0.000007040802,0.01290285],"genre_scores_gemma":[0.9964514,0.0005261578,0.0002432023,0.00009877251,0.00001536661,0.00003640162,0.0001443548,0.00001491115,0.002469423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007892899,"threshold_uncertainty_score":0.0171088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467052255282278,"score_gpt":0.3962444259691599,"score_spread":0.3495392004409321,"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."}}