{"id":"W2913401430","doi":"","title":"Proceedings of the 2007 international conference on Frontiers of High Performance Computing and Networking","year":2007,"lang":"en","type":"article","venue":"","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; St. Francis Xavier University; University of Manitoba","funders":"","keywords":"Computer science; Business; Data science; Political science; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00261922,0.0007342425,0.001071693,0.000786723,0.001774845,0.005640619,0.0008707041,0.001419922,0.04392463],"category_scores_gemma":[0.001901074,0.000236389,0.0004835231,0.0008489185,0.0009222992,0.002218304,0.001523041,0.002089011,0.01507092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011616,"about_ca_system_score_gemma":0.00236448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861981,"about_ca_topic_score_gemma":0.01244683,"domain_scores_codex":[0.9991528,0.0001926442,0.00002700063,0.00009993527,0.0003848043,0.0001427062],"domain_scores_gemma":[0.9971204,0.000425032,0.00006388474,0.000230515,0.001274031,0.0008862944],"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":[0.0004432216,0.0002790355,0.001259949,0.0002058987,0.00004460787,0.0002254817,0.0002258577,0.0009776748,0.003556005,0.02071304,0.8107588,0.1613105],"study_design_scores_gemma":[0.00003798269,0.0001021611,0.001950683,0.0001248498,0.00004950203,0.0002225535,0.0003184847,0.007099493,0.003331658,0.009452509,0.9772815,0.00002859957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03397903,0.04164784,0.1284117,0.06743025,0.2020933,0.0006132652,0.001661485,0.002297613,0.5218654],"genre_scores_gemma":[0.09275942,0.02467251,0.03392397,0.004369257,0.02159709,0.000236938,0.003555946,0.0008584922,0.8180264],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04392463,"threshold_uncertainty_score":0.1469425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246189284437046,"score_gpt":0.2600376490114054,"score_spread":0.217575756167035,"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."}}