{"id":"W7027938566","doi":"","title":"Dr. Md. Khalilur Rahman","year":2012,"lang":"en","type":"article","venue":"BRAC University Institutional Repository (BRAC University)","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Aeronautics and Space Administration","keywords":"Competition (biology); Work (physics); Selection (genetic algorithm); Period (music)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000589493,0.0006695802,0.0006323258,0.0008771823,0.001082296,0.001195168,0.0006406878,0.001607708,0.1147289],"category_scores_gemma":[0.002705029,0.0002271113,0.0002502204,0.0003238138,0.0003780871,0.001195785,0.0008456313,0.002620718,0.05448116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101564,"about_ca_system_score_gemma":0.001440096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003665739,"about_ca_topic_score_gemma":0.004398359,"domain_scores_codex":[0.9996792,0.00003982521,0.0000203678,0.00008044268,0.0001311484,0.00004899107],"domain_scores_gemma":[0.9990459,0.0001031447,0.00005640115,0.00002378792,0.000444797,0.0003258912],"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":[0.0000910119,0.00004296667,0.001087571,0.0001520746,0.000006216984,0.001128585,0.0001296608,0.00007623564,0.0005935327,0.00168535,0.8111498,0.1838569],"study_design_scores_gemma":[0.00001756377,0.00005904467,0.001322866,0.0001506883,0.000009020585,0.007572735,0.0004005888,0.0001258799,0.0006454626,0.0007574862,0.9889179,0.00002078403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.011757,0.1473291,0.007169201,0.4953115,0.08776723,0.0002594493,0.001307028,0.001718003,0.2473815],"genre_scores_gemma":[0.05662968,0.06327408,0.003570819,0.07535793,0.01350615,0.0001361639,0.0007081801,0.0003000037,0.786517],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8852711,"threshold_uncertainty_score":0.3838063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080265128316255,"score_gpt":0.195823056536745,"score_spread":0.1850204052535825,"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."}}