{"meta":{"query_hash":"1947f9897b37","filters":{"venue":"Bangladesh Journal of Bioethics"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1947f9897b37","api":"https://metacan.xera.ac/api/v1/cohort?venue=Bangladesh+Journal+of+Bioethics"},"results":[{"id":"W3083425177","doi":"10.3329/bioethics.v9i3.48912","title":"Mass Vaccination Programme: Public Health Success and Ethical Issues – Bangladesh Perspective","year":2020,"lang":"en","type":"article","venue":"Bangladesh Journal of Bioethics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Vaccination; Measles; Smallpox; Public health; Context (archaeology); Poliomyelitis; Medicine; Diphtheria; Environmental health; Herd immunity; Political science; Economic growth; Immunology; Geography; Pediatrics; Economics","score_opus":0.12221602789531587,"score_gpt":0.39939084379560974,"score_spread":0.27717481590029386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083425177","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021131467,0.010468383,0.0027287875,0.96298945,0.00032572285,0.00033060723,0.000009312789,0.00007257116,0.0019437242],"genre_scores_gemma":[0.98118865,0.0065403255,0.002754259,0.00787976,0.0015328905,0.000003037754,0.0000032261207,0.000022482713,0.000075383985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967411,0.0009133339,0.0005871449,0.00026399817,0.0009564196,0.00053796027],"domain_scores_gemma":[0.9967488,0.0003495676,0.00059942185,0.00010618056,0.0014383944,0.00075760187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004018082,0.00017614198,0.00042738984,0.0001656002,0.00061708526,0.00045189826,0.0004134491,0.00050700543,0.00020067232],"category_scores_gemma":[0.003312713,0.0001611297,0.00014675042,0.00068501657,0.00014827667,0.0005589439,0.000057373214,0.0018322053,0.000009343793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001415159,0.00017510736,0.029106095,0.00020401103,0.00016999617,0.00014608502,0.19442159,0.000003719615,0.00015483415,0.7127544,0.015936157,0.046786487],"study_design_scores_gemma":[0.0058297175,0.0047364268,0.038683865,0.00046572197,0.00021420709,0.00017016026,0.30759776,0.0002909275,0.00065565464,0.079029985,0.5608402,0.0014854053],"about_ca_topic_score_codex":0.00059505063,"about_ca_topic_score_gemma":0.0008102514,"teacher_disagreement_score":0.96005714,"about_ca_system_score_codex":0.0003176209,"about_ca_system_score_gemma":0.0014782387,"threshold_uncertainty_score":0.7960122},"labels":[],"label_agreement":null},{"id":"W3112210269","doi":"10.3329/bioethics.v10i2.50660","title":"Societal Concerns with Biotechnology and Necessity of Regulations","year":2019,"lang":"en","type":"article","venue":"Bangladesh Journal of Bioethics","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bridgepoint Active Healthcare","funders":"","keywords":"Biotechnology; Agriculture; Business; Ethical issues; Engineering ethics; Engineering; Risk analysis (engineering); Biology","score_opus":0.02565172928811504,"score_gpt":0.3013139906229467,"score_spread":0.2756622613348317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112210269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9342799,0.0014262081,0.00073989964,0.06287047,0.00011546242,0.00009857454,0.0000035153944,0.000020051442,0.00044590942],"genre_scores_gemma":[0.99469334,0.0012711243,0.0035278138,0.0002703096,0.000036136476,1.9387844e-7,0.0000014037622,0.0000073968636,0.0001922548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993662,0.000023168479,0.0002594646,0.00008951065,0.00015507029,0.00010658187],"domain_scores_gemma":[0.9992206,0.00007537469,0.00031135787,0.00015066736,0.00019377473,0.000048232483],"candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00028078735,0.00007848749,0.00029541127,0.00013733201,0.00003910216,0.0000034429654,0.00008110514,0.0024697199,0.000048588987],"category_scores_gemma":[0.00005549407,0.000052116167,0.00006450795,0.00020222322,0.0010408838,0.000054038042,0.000031558346,0.002581051,0.0000026820699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027497087,0.000928848,0.3030654,0.0011292016,0.0028716447,0.0004529732,0.00352123,0.000067861736,0.3659887,0.2936302,0.0028422154,0.022752004],"study_design_scores_gemma":[0.017499214,0.014058071,0.15527809,0.003120926,0.0019316314,0.015539196,0.008202563,0.0007290054,0.7540096,0.0063487813,0.022544537,0.00073838973],"about_ca_topic_score_codex":0.000009532715,"about_ca_topic_score_gemma":0.0000048101833,"teacher_disagreement_score":0.3880209,"about_ca_system_score_codex":0.000014596203,"about_ca_system_score_gemma":0.00015871096,"threshold_uncertainty_score":0.99972004},"labels":[],"label_agreement":null},{"id":"W3113021423","doi":"10.3329/bioethics.v10i2.50667","title":"Sexual and Reproductive Health and Rights of Women: A Rights-based Approach","year":2019,"lang":"en","type":"article","venue":"Bangladesh Journal of Bioethics","topic":"Human Rights and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Reproductive health; Reproductive rights; Human rights; Sexual and reproductive health and rights; Empowerment; Globe; Political science; International human rights law; Fundamental rights; Economic growth; Public relations; Medicine; Law; Environmental health; Population; Economics","score_opus":0.049724047159536086,"score_gpt":0.33346158146794624,"score_spread":0.28373753430841014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113021423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99311507,0.00091456587,0.00022253276,0.0031101268,0.00022937817,0.00023412974,0.00000432284,0.000009660788,0.0021601908],"genre_scores_gemma":[0.99392414,0.00007603062,0.004929961,0.00028182392,0.00020064715,0.0000015164368,0.0000012904657,0.000006436425,0.0005781707],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981298,0.00031699,0.0004439497,0.00021967632,0.000585889,0.00030372702],"domain_scores_gemma":[0.99855256,0.00015970462,0.00051670335,0.00013676895,0.00030385316,0.00033040525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038241986,0.000111302026,0.00037295435,0.00016111859,0.0003460192,0.00005408466,0.00014514138,0.00013760413,0.00005486506],"category_scores_gemma":[0.000086580236,0.00007424486,0.000034181405,0.00016631791,0.0008696696,0.00017373182,0.000027469445,0.00036683714,0.0000020328512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049838866,0.00060797733,0.0073941816,0.00049995637,0.00024222146,0.000028094424,0.5146117,0.000020373423,0.00018172848,0.46904776,0.0018839902,0.004983617],"study_design_scores_gemma":[0.009409798,0.00854472,0.012779006,0.0008077454,0.00011163137,0.00023057518,0.14637853,0.00020837791,0.0021604926,0.2709725,0.5467213,0.0016753307],"about_ca_topic_score_codex":0.00066860486,"about_ca_topic_score_gemma":0.0002232676,"teacher_disagreement_score":0.5448373,"about_ca_system_score_codex":0.00019459773,"about_ca_system_score_gemma":0.0010277313,"threshold_uncertainty_score":0.32043338},"labels":[],"label_agreement":null},{"id":"W4412164238","doi":"10.62865/bjbio.v11i3.171","title":"Ethics after Darwin: Completing the Revolution","year":2020,"lang":"en","type":"article","venue":"Bangladesh Journal of Bioethics","topic":"Evolution and Science Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ethica (Canada)","funders":"University of Dar es Salaam; Jagannath University; Rice University","keywords":"Darwin (ADL); Psychology; Political science; Computer science","score_opus":0.21483371052386444,"score_gpt":0.33130200744026517,"score_spread":0.11646829691640073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412164238","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08940729,0.0030870626,0.0036403127,0.8778575,0.004718208,0.00023732753,0.000027197617,0.00006310236,0.020961974],"genre_scores_gemma":[0.9850076,0.00009743473,0.0004147739,0.011687262,0.0025285066,0.0000013513519,0.0000016536912,0.000007969886,0.00025347614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985967,0.00025115084,0.0003887868,0.000092096416,0.00051910157,0.00015214478],"domain_scores_gemma":[0.9984917,0.0003288459,0.00033001284,0.00009841824,0.00064647454,0.000104567815],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018738003,0.000085315354,0.00012435715,0.0000497482,0.0005095787,0.00019558969,0.00028723298,0.00008580958,0.0010898695],"category_scores_gemma":[0.0009992896,0.0000541272,0.000112355505,0.000092551905,0.0008829615,0.00027416923,0.000033562177,0.0012545853,0.000069004236],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102222206,0.00007114495,0.00085312186,0.00008153705,0.00003628972,0.000012932228,0.41995856,0.000049508246,0.00031755323,0.5168171,0.05999653,0.0017034697],"study_design_scores_gemma":[0.00029484497,0.0002585536,0.0020631966,0.00014275753,0.000054559336,0.000047392474,0.054843727,0.0007368749,0.00012030279,0.0033487396,0.93790233,0.00018670855],"about_ca_topic_score_codex":0.000032793403,"about_ca_topic_score_gemma":0.00011636884,"teacher_disagreement_score":0.89560026,"about_ca_system_score_codex":0.00003962914,"about_ca_system_score_gemma":0.00026871063,"threshold_uncertainty_score":0.9998233},"labels":[],"label_agreement":null},{"id":"W4412203068","doi":"10.62865/bjbio.v16i3.154","title":"Bangladesh Climate Research: The Role of IRBs","year":2025,"lang":"en","type":"article","venue":"Bangladesh Journal of Bioethics","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Research Foundation","funders":"","keywords":"Geography; Political science","score_opus":0.11449800755344107,"score_gpt":0.35978763724319035,"score_spread":0.24528962968974927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412203068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95128953,0.006029977,0.0000013487634,0.03587207,0.00037766717,0.00026988937,0.00012664412,0.00002375995,0.006009121],"genre_scores_gemma":[0.99639016,0.0023610364,0.00009132206,0.00052393676,0.000454638,0.0000034167447,0.000012666926,0.0000017038531,0.00016109223],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733084,0.00050288934,0.0006493167,0.00017316264,0.0008387435,0.00050501915],"domain_scores_gemma":[0.99632424,0.0017378287,0.00046831535,0.00012613356,0.0012101418,0.0001333673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039682365,0.00016975707,0.00034032346,0.00008014783,0.00036579382,0.00012825386,0.00096315955,0.00031775754,0.00023387857],"category_scores_gemma":[0.000875984,0.000049239414,0.00025995547,0.0014335646,0.00063507986,0.00017262073,0.00024273341,0.0012657964,0.000014868909],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038396262,0.00051599805,0.014457997,0.000110609406,0.00016974521,0.000040588195,0.0020807919,0.0000089013265,0.83354324,0.028767753,0.019189594,0.100730844],"study_design_scores_gemma":[0.0010898822,0.0021269326,0.16017641,0.0016827232,0.00022314946,0.0003226209,0.059301373,0.00006930897,0.23786788,0.033193458,0.5033399,0.0006064053],"about_ca_topic_score_codex":0.00014418372,"about_ca_topic_score_gemma":0.0005468039,"teacher_disagreement_score":0.59567535,"about_ca_system_score_codex":0.00007334225,"about_ca_system_score_gemma":0.00006372608,"threshold_uncertainty_score":0.54993254},"labels":[],"label_agreement":null}]}