{"id":"W2950549401","doi":"10.2139/ssrn.4595547","title":"Tracer Study of Graduates of Universities in Bangladesh","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Bangladesh Politics, Society, and Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"TRACER; Business; Accounting; Physics; Nuclear physics","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":[0.0009233046,0.000166076,0.0003308456,0.001518862,0.003944811,0.001784795,0.0005828894,0.00116304,0.009787045],"category_scores_gemma":[0.003300365,0.0002942072,0.0001386299,0.00237042,0.001389866,0.001236573,0.002050641,0.001263042,0.001594367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003672624,"about_ca_system_score_gemma":0.003746744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08918412,"about_ca_topic_score_gemma":0.1598746,"domain_scores_codex":[0.9994224,0.0002752688,0.00001765297,0.00005399336,0.00005168095,0.0001789339],"domain_scores_gemma":[0.9970897,0.001080623,0.0003780303,0.00008643092,0.0004614014,0.0009038394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000385832,0.0006650932,0.5546656,0.0001627973,0.00001998695,0.001987327,0.4131011,0.000172899,0.002281874,0.007760237,0.003207749,0.01558944],"study_design_scores_gemma":[0.00001797173,0.0004328049,0.2975575,0.00007349137,0.000008973606,0.0002226731,0.6855222,0.0001976382,0.0003086315,0.0003591485,0.01527986,0.00001907504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995024,0.000058248,0.00005474252,0.0004351558,0.000003328349,0.00003353605,0.0002460355,0.000004120186,0.004140725],"genre_scores_gemma":[0.9946965,0.0001007645,0.0000694386,0.0001716805,0.000003885215,0.00002505912,0.0001229635,0.000004261527,0.00480529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08918412,"threshold_uncertainty_score":0.17733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202050512262654,"score_gpt":0.2988320969636762,"score_spread":0.2768115918410496,"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."}}