{"id":"W4398649382","doi":"10.7910/dvn/pkjufn/lu2iwa","title":"FCC2003.191.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":[0.0004327552,0.0009904451,0.001039654,0.0004165597,0.0001993969,0.0002988526,0.002645243,0.0006488782,0.2204097],"category_scores_gemma":[0.001328672,0.001056862,0.0003265319,0.0008140667,0.0002571849,0.0006103422,0.001601682,0.001466472,0.9956557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003095958,"about_ca_system_score_gemma":0.0004754459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006413707,"about_ca_topic_score_gemma":0.0003287774,"domain_scores_codex":[0.9952782,0.0003022416,0.0007296873,0.001516051,0.001223752,0.0009500195],"domain_scores_gemma":[0.9943284,0.0001249474,0.000537026,0.004126576,0.0001413355,0.0007417001],"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":[0.0001979612,0.0001462736,0.000001741323,0.0002591647,0.0002783998,0.001390504,0.00002413491,0.000003938139,0.00009253011,0.00002404884,0.9975123,0.00006902027],"study_design_scores_gemma":[0.001079153,0.00008532587,0.000009012144,0.0001343741,0.0006245131,0.00006489606,0.00005880243,0.00002272703,0.00003647866,0.00001293247,0.99677,0.001101738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001475213,8.030951e-7,0.00001026116,0.000007199578,0.001313267,0.0006514002,0.9967524,0.0004677773,0.0007953823],"genre_scores_gemma":[0.000001318353,0.0002184911,0.0004391155,0.001478348,0.001224995,0.00006171364,0.9958977,0.0002577584,0.0004205976],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.775246,"threshold_uncertainty_score":0.9991882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496949544335249,"score_gpt":0.2558013093705198,"score_spread":0.2308318139271673,"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."}}