{"id":"W7092176693","doi":"10.1145/3715070.3749223","title":"BTPD: A Multilingual Hand-curated Dataset of B engali T ransnational P olitical D iscourse Across Online Communities","year":2025,"lang":"","type":"article","venue":"","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"The Internet; Feature (linguistics); Perspective (graphical); Identification (biology); Context (archaeology)","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":[0.0008169961,0.001296639,0.0009694577,0.005011578,0.001358658,0.001715974,0.001412286,0.00178052,0.02587003],"category_scores_gemma":[0.004766243,0.0004025334,0.001021799,0.006177636,0.0005467982,0.001527603,0.002978742,0.00127225,0.03413599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123018,"about_ca_system_score_gemma":0.003038056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06664278,"about_ca_topic_score_gemma":0.1567824,"domain_scores_codex":[0.9985687,0.0002316877,0.0001526347,0.0004617976,0.0003634721,0.0002217615],"domain_scores_gemma":[0.9975784,0.0006189646,0.0001938892,0.0005398733,0.0006820644,0.0003869093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002694671,0.0001013333,0.004417962,0.001767426,0.00007995571,0.0002099499,0.0004502597,0.0006218479,0.002511589,0.001070542,0.9750504,0.01344926],"study_design_scores_gemma":[0.00009434934,0.00003402596,0.02728674,0.0003489098,0.00005785258,0.0002360182,0.0006971698,0.0009848191,0.001719915,0.001022642,0.9674406,0.00007701979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002197327,0.0002344756,0.0005147321,0.00009307035,0.00007236633,0.00003245927,0.9925674,0.001503983,0.002784207],"genre_scores_gemma":[0.002386527,0.00007068815,0.000964447,0.0000526637,0.00001117383,0.00007149883,0.9949273,0.0002014648,0.001314309],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06664278,"threshold_uncertainty_score":0.1325097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04299355488404556,"score_gpt":0.3905222069155523,"score_spread":0.3475286520315068,"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."}}