{"id":"W2088001805","doi":"10.1145/2479871.2479892","title":"DataMill","year":2013,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Universidade Federal de Santa Catarina; University of Waterloo","keywords":"Dilemma; Computer science; Compiler; Empirical research; Binary number; Process (computing); Theoretical computer science; Programming language; Arithmetic; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006828574,0.001602855,0.001913117,0.004916287,0.001353748,0.007017392,0.004397171,0.002164305,0.317566],"category_scores_gemma":[0.03461599,0.001203525,0.001780399,0.006419301,0.0009590673,0.005606742,0.004710357,0.003358075,0.2581371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317905,"about_ca_system_score_gemma":0.003930366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521808,"about_ca_topic_score_gemma":0.002850332,"domain_scores_codex":[0.993902,0.001012622,0.0009999203,0.001640403,0.001987337,0.0004578078],"domain_scores_gemma":[0.9807765,0.005781925,0.0008206424,0.005801184,0.005918288,0.000901442],"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":[0.0007895659,0.0001162942,0.0014313,0.001312212,0.00007786896,0.0001436026,0.0002443198,0.0004621049,0.0008624172,0.008058439,0.9061787,0.08032323],"study_design_scores_gemma":[0.0001696956,0.00004672708,0.001198416,0.0002733176,0.00002895482,0.00009812052,0.0001646863,0.000854908,0.001364261,0.008890124,0.9868671,0.00004372944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.002604596,0.0008686451,0.02719925,0.002678729,0.001737151,0.001918299,0.794744,0.07805455,0.09019483],"genre_scores_gemma":[0.02192977,0.001288839,0.08051068,0.003566209,0.0004829802,0.005131087,0.7752534,0.02969705,0.0821399],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.317566,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398133687577318,"score_gpt":0.2370749968658815,"score_spread":0.2230936599901083,"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."}}