{"id":"W3117107225","doi":"10.3329/dujps.v19i2.50623","title":"Twenty Years, Twenty Publications and could have been More: Revisiting Research Collaboration with Professor Bidyut Kanti Datta","year":2020,"lang":"en","type":"article","venue":"Dhaka University Journal of Pharmaceutical Sciences","topic":"Food Science and Nutritional Studies","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Medicine; Library science; Traditional medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001494506,0.00008155913,0.0001644433,0.000204363,0.001020956,0.0001966624,0.0004291569,0.00003906635,0.00004669036],"category_scores_gemma":[0.0002946249,0.00006609626,0.0000331472,0.001680731,0.001314035,0.001159688,0.0001506471,0.0004006888,0.000004730916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008990172,"about_ca_system_score_gemma":0.0001491755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001799078,"about_ca_topic_score_gemma":0.00001316959,"domain_scores_codex":[0.9980288,0.0002321936,0.0001854152,0.0002478912,0.001003598,0.000302168],"domain_scores_gemma":[0.9985902,0.00027294,0.0001592468,0.00005544478,0.00062693,0.0002952478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006557181,0.001365361,0.5866132,0.0006339208,0.0005137441,0.000574251,0.03430917,0.0004926118,0.05407811,0.02319543,0.2312899,0.06037707],"study_design_scores_gemma":[0.006021751,0.004207244,0.1265479,0.0006777759,0.0003903194,0.0001756721,0.1218586,0.009083502,0.01607656,0.0008438178,0.713303,0.0008138951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7821002,0.0005957889,0.0001010378,0.2158744,0.0001058246,0.0002191294,0.00002896067,0.0000178528,0.00095678],"genre_scores_gemma":[0.9978666,0.0002898639,0.0009873341,0.0006098935,0.0001917614,2.762884e-7,0.000002040589,0.000003398655,0.00004882563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.482013,"threshold_uncertainty_score":0.7852473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1836600602570353,"score_gpt":0.4398249883990328,"score_spread":0.2561649281419975,"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."}}