{"id":"W4411618369","doi":"10.51847/lcyxdsefsa","title":"10.51847/LcYxdSeFSa","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardinality (data modeling); Selection (genetic algorithm); Portfolio; Computer science; Mathematical optimization; Artificial intelligence; Mathematics; Business; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006671532,0.001168374,0.000654824,0.002092838,0.001033743,0.002717808,0.0009768918,0.003432438,0.8687528],"category_scores_gemma":[0.001281901,0.0002970953,0.0005117666,0.002401539,0.0007046047,0.001703912,0.001563682,0.0009925356,0.8334394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100969,"about_ca_system_score_gemma":0.0006504417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003446501,"about_ca_topic_score_gemma":0.00276656,"domain_scores_codex":[0.9996238,0.00005378584,0.00003179887,0.0001034468,0.0001195114,0.00006765263],"domain_scores_gemma":[0.9990284,0.0002311066,0.00005141434,0.0001979427,0.0003415169,0.000149467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000327034,0.0002110261,0.001842117,0.0002885689,0.00002432353,0.0003790128,0.00008839143,0.001718986,0.006393642,0.01617379,0.1448945,0.8276585],"study_design_scores_gemma":[0.00006245742,0.00009921089,0.00140251,0.000160793,0.00001687881,0.0005693767,0.0001263173,0.00467016,0.002381167,0.004509767,0.9859763,0.00002495179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007975021,0.001850503,0.01489169,0.001996769,0.001963387,0.0001546903,0.001585291,0.00262557,0.9669571],"genre_scores_gemma":[0.01944054,0.0006623896,0.006349057,0.0006045187,0.0002515185,0.00007045107,0.001580103,0.0003144417,0.970727],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1312472,"threshold_uncertainty_score":0.1872081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007256416595107445,"score_gpt":0.1826211944370357,"score_spread":0.1753647778419282,"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."}}