{"id":"W4398726167","doi":"10.7910/dvn/pkjufn/g6mlqd","title":"FCC2002.220.ran","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Ran; Computer science; Computer network","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004251009,0.000973587,0.001005884,0.0002537703,0.0001966053,0.0002972165,0.002655757,0.0006307366,0.2276162],"category_scores_gemma":[0.001378509,0.001035627,0.0003363573,0.0006724462,0.0002625793,0.000601478,0.001661385,0.001451334,0.9945755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003080975,"about_ca_system_score_gemma":0.0003239545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004538757,"about_ca_topic_score_gemma":0.0003472384,"domain_scores_codex":[0.9950686,0.0002822698,0.0007226871,0.001479984,0.001520859,0.0009256729],"domain_scores_gemma":[0.9944847,0.0001561662,0.0005449869,0.003982903,0.0001037152,0.000727482],"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":[0.0002018175,0.0001479242,0.000002853789,0.000254507,0.0002581259,0.001317296,0.00002329696,0.000002900427,0.00008694478,0.00001739495,0.9975847,0.0001022411],"study_design_scores_gemma":[0.001038158,0.00008217078,0.00001301227,0.0001286773,0.0006038712,0.00005792211,0.00005464573,0.00002512053,0.0000355521,0.00001218243,0.9968679,0.001080794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001904752,6.951408e-7,0.000008477091,0.000007060697,0.001151853,0.0006142782,0.9969487,0.00044758,0.0008195091],"genre_scores_gemma":[0.000002395557,0.0001759367,0.0004034641,0.001336637,0.001233019,0.00005897772,0.9960486,0.0002529438,0.0004880284],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7669592,"threshold_uncertainty_score":0.9992094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500825657205191,"score_gpt":0.253556626914746,"score_spread":0.2285483703426941,"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."}}