{"id":"W4398398579","doi":"10.7910/dvn/pkjufn/k3qvbh","title":"FCC2002.174.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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001317567,0.002925483,0.001684228,0.004937078,0.001129642,0.003926123,0.003852511,0.003015245,0.1838188],"category_scores_gemma":[0.007966003,0.0009241187,0.001448371,0.008557352,0.0006630654,0.002295083,0.002378117,0.001962516,0.2487077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135075,"about_ca_system_score_gemma":0.002575374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04396395,"about_ca_topic_score_gemma":0.06610774,"domain_scores_codex":[0.9988105,0.0002447129,0.0001121644,0.0003563542,0.000233295,0.0002429778],"domain_scores_gemma":[0.9970753,0.0006862244,0.0002345968,0.0008589663,0.0008000099,0.00034485],"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":[0.0000271008,0.00000714454,0.0001372454,0.0002211726,0.00001155663,0.000005612634,0.000007614764,0.0001037059,0.0000300117,0.0002714266,0.9985533,0.0006240204],"study_design_scores_gemma":[0.0002521622,0.00001795164,0.001510129,0.0002794652,0.00002295607,0.00003014958,0.00006177025,0.0004125883,0.0002415711,0.001401202,0.995741,0.00002907612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004377888,0.00004277147,0.00002758657,0.00006476118,0.00002639652,0.000004170533,0.9986218,0.000389651,0.000779117],"genre_scores_gemma":[0.00023844,0.00003827138,0.0001073498,0.00005781738,0.000009996013,0.0000272054,0.998691,0.0001359976,0.0006939244],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8161812,"threshold_uncertainty_score":0.6149353,"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."}}