{"id":"W1972461429","doi":"10.5539/cis.v2n3p58","title":"The Design and Implementation of the Distributed Computing Platform for Bioinformatics","year":2009,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Bottleneck; Upload; Task (project management); Computation; Distributed computing; Process (computing); Decomposition; Operating system; Embedded system; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008280693,0.00005675422,0.00005581195,0.00004853525,0.0008613898,0.0005753417,0.0006214576,0.00001213434,1.008978e-7],"category_scores_gemma":[0.00002347215,0.00003228249,0.00001435087,0.0004601097,0.0001689658,0.003631163,0.0002174199,0.00003449158,5.086728e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001283973,"about_ca_system_score_gemma":0.00007403121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002253752,"about_ca_topic_score_gemma":2.01363e-7,"domain_scores_codex":[0.9993042,0.000006225031,0.0002807249,0.0000770273,0.0001884874,0.0001432977],"domain_scores_gemma":[0.9992408,0.0001435616,0.0001848491,0.0002327348,0.0001589072,0.00003912478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.214825e-7,0.000002133757,0.00002568396,0.000004463397,0.000001005529,2.917056e-9,0.001279515,0.0002006073,0.00001511792,0.1000723,0.0003755476,0.898023],"study_design_scores_gemma":[0.0001734751,0.00006312825,0.02102265,0.000008090441,0.000001684163,0.000006276317,0.0001748373,0.9723254,0.0006954625,0.001419174,0.004061249,0.00004854074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005335314,0.00001038752,0.9931903,0.0009644481,0.0000988666,0.0003266377,0.00001209073,0.00002117404,0.00004074345],"genre_scores_gemma":[0.4224065,0.0000301423,0.5768946,0.0006317805,0.00001883182,0.00000751148,0.000008571161,8.715807e-7,0.000001147541],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9721248,"threshold_uncertainty_score":0.6625201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208308790787428,"score_gpt":0.2907818978899601,"score_spread":0.2699510188112172,"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."}}