{"id":"W7164903447","doi":"10.1080/17153379.2025.12558635","title":"Pathways of Autocratization: The Tumultuous Journey of Bangladeshi Politics","year":2025,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Bangladesh Politics, Society, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Period (music)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006742029,0.0001125007,0.0002211991,0.00006628841,0.0004515869,0.00003792543,0.0003390718,0.0001289068,0.0001349634],"category_scores_gemma":[0.0004151592,0.000088708,0.0001266187,0.0004980617,0.0008048833,0.00007646394,0.00005642496,0.00013257,0.00001081298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452937,"about_ca_system_score_gemma":0.00084983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005880398,"about_ca_topic_score_gemma":0.0001158681,"domain_scores_codex":[0.9984744,0.0001827416,0.0004228035,0.0001532538,0.0004132493,0.0003535655],"domain_scores_gemma":[0.9988462,0.0003089638,0.0001821125,0.0002553733,0.0003206141,0.0000867772],"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":[0.000003140228,0.00008656969,0.001391559,0.00006858843,0.00006413089,0.000001200265,0.2350148,0.00001640244,0.00007264387,0.7394304,0.02352818,0.0003224315],"study_design_scores_gemma":[0.0002581021,0.00002378046,0.002021085,0.00007804647,0.00003654409,6.340002e-7,0.9331961,0.00007485699,0.001388982,0.04192261,0.02086734,0.0001318857],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01008987,0.001076021,0.00145587,0.002681313,0.000998171,0.0004088447,0.00004973297,0.00008063182,0.9831595],"genre_scores_gemma":[0.9960065,0.0003595254,0.0007121133,0.00005655016,0.0001488034,0.00001317186,0.000006300987,0.000008159434,0.002688823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9859167,"threshold_uncertainty_score":0.3617407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514972310499751,"score_gpt":0.2832334036315908,"score_spread":0.2580836805265933,"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."}}