{"id":"W2898101067","doi":"10.3968/10400","title":"Analyzing the Oppressive Dynamics of Private Tutoring System in Bangladesh","year":2018,"lang":"en","type":"article","venue":"Canadian social science","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oppression; Sociology; Dynamics (music); Mathematics education; Gender studies; Pedagogy; Political science; Psychology; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001325773,0.00004932132,0.00008466694,0.0001251685,0.001338564,0.0001016,0.0005718368,0.00004261577,0.00003292167],"category_scores_gemma":[0.0003928348,0.00003824467,0.00002676806,0.001312469,0.001970297,0.0002963841,0.00003055541,0.0000667205,0.000006489064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033861,"about_ca_system_score_gemma":0.002076358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2829088,"about_ca_topic_score_gemma":0.3930399,"domain_scores_codex":[0.9989041,0.00005115885,0.0001494535,0.0001330155,0.0003332522,0.0004290088],"domain_scores_gemma":[0.9993548,0.00003878084,0.00008210378,0.00008731235,0.0002577238,0.0001793097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[6.071289e-7,0.000001995192,0.02502713,0.000003747896,0.000001338651,5.630948e-7,0.01784401,5.250465e-7,0.00002110156,0.9549991,0.00007229792,0.002027557],"study_design_scores_gemma":[0.0002036127,0.00004564015,0.2217956,0.0002121402,0.00001397982,0.000001385788,0.6450095,0.0007660704,0.000259256,0.01009578,0.1211521,0.0004448901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6001611,0.00003117138,0.00001653783,0.001219964,0.0005799592,0.0001129842,0.00001899609,0.000009409478,0.3978499],"genre_scores_gemma":[0.9992868,0.000003489741,0.00003373746,0.00007146303,0.0003643414,0.000005379589,9.70247e-7,0.000002428856,0.0002314255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9449033,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183493251815388,"score_gpt":0.3092636196121576,"score_spread":0.2874286870940037,"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."}}