{"id":"W2209405969","doi":"","title":"Online Practice Tests for Secondary Board Examinees in Bangladesh: An Innovative Step toward Quality Education","year":2009,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Quality (philosophy); Medical education; Psychology; Business; Public relations; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002953592,0.0004439303,0.0003674438,0.001315234,0.0009314429,0.0009732818,0.0009229335,0.001032134,0.00930097],"category_scores_gemma":[0.01361584,0.0002811404,0.0003026429,0.001156666,0.0003981582,0.001824034,0.001246124,0.001080086,0.001851549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232108,"about_ca_system_score_gemma":0.003325649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02282327,"about_ca_topic_score_gemma":0.04004417,"domain_scores_codex":[0.9984336,0.0006837994,0.0002284792,0.0001152759,0.0002937521,0.0002449588],"domain_scores_gemma":[0.9892263,0.002865538,0.001481887,0.0005266127,0.003170964,0.002728798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00046958,0.001720865,0.8671986,0.0002868743,0.0000174061,0.0008630397,0.007384002,0.0001315797,0.003125859,0.0003514025,0.004680398,0.1137704],"study_design_scores_gemma":[0.0001313384,0.002955781,0.9492736,0.000494128,0.00004662808,0.0007343665,0.02788995,0.0007247023,0.002031083,0.0004789098,0.01520135,0.00003808461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785126,0.0008696959,0.001296998,0.003333337,0.0001236957,0.0005924366,0.0009470895,0.00008488566,0.01423927],"genre_scores_gemma":[0.9880406,0.0006160156,0.003380616,0.0004389149,0.00003722215,0.0003771314,0.0004308195,0.00001734603,0.006661258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02282327,"threshold_uncertainty_score":0.04538083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265403774606529,"score_gpt":0.4285838408251871,"score_spread":0.3759298030791218,"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."}}