{"id":"W4398275062","doi":"10.7910/dvn/pkjufn/xv8gn7","title":"FCC2002.136.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":[0.0004257764,0.0009754621,0.001010635,0.0002593501,0.0001970515,0.0002985084,0.002664319,0.0006318358,0.2284513],"category_scores_gemma":[0.00139721,0.001038019,0.0003366935,0.0006738832,0.0002609419,0.0006029963,0.001667307,0.001455815,0.9946259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092978,"about_ca_system_score_gemma":0.0003236315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004989263,"about_ca_topic_score_gemma":0.0003773202,"domain_scores_codex":[0.9950544,0.0002823384,0.000723518,0.001484366,0.001523259,0.0009321364],"domain_scores_gemma":[0.9944337,0.0001567865,0.000535063,0.004041872,0.000103755,0.000728799],"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":[0.0001985232,0.0001700294,0.0000025267,0.0002549292,0.0002594513,0.001264108,0.00002625534,0.000003709647,0.0001064919,0.0000154835,0.9976013,0.00009714704],"study_design_scores_gemma":[0.001032952,0.00008160336,0.00001394548,0.0001288487,0.0005993643,0.00005862283,0.00006159701,0.00002390226,0.00004425987,0.00001172895,0.9968592,0.001083956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00000194746,7.005958e-7,0.000009465073,0.000006649872,0.001170138,0.0006145242,0.9968891,0.0004487679,0.0008587544],"genre_scores_gemma":[0.000002216269,0.0001769658,0.0003833697,0.001323688,0.00123732,0.00006083042,0.9960847,0.0002539883,0.0004769602],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7661747,"threshold_uncertainty_score":0.999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496229431262199,"score_gpt":0.2535356765278005,"score_spread":0.2285733822151785,"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."}}