{"id":"W4398539656","doi":"10.7910/dvn/pkjufn/y6woey","title":"FCC2001.142.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":[0.00043341,0.0009900756,0.001024825,0.0004250581,0.0001999912,0.0003010076,0.002689919,0.0006497796,0.2344561],"category_scores_gemma":[0.001207568,0.001054441,0.0003408106,0.0007209115,0.0003828278,0.0006217603,0.001632752,0.00147661,0.99575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003077182,"about_ca_system_score_gemma":0.0004235235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006074536,"about_ca_topic_score_gemma":0.0003283396,"domain_scores_codex":[0.995277,0.0002885316,0.0007345396,0.001510724,0.001220271,0.0009689184],"domain_scores_gemma":[0.9943447,0.0001487575,0.0005456418,0.00408435,0.0001230669,0.0007534797],"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":[0.0001971139,0.0001520578,0.000002113061,0.0002561144,0.0002634228,0.001396664,0.00002490251,0.000004531114,0.0001055238,0.00002533933,0.9974938,0.00007842069],"study_design_scores_gemma":[0.001091472,0.00008304927,0.00001044978,0.0001295478,0.0006088651,0.00006157772,0.00005813173,0.00002356912,0.00003386386,0.00001605109,0.996783,0.001100454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001735598,7.735346e-7,0.00001130065,0.000007698097,0.001247295,0.0006370352,0.9968613,0.0004891995,0.0007436859],"genre_scores_gemma":[0.000001588651,0.0002248246,0.0003755091,0.00142822,0.001287386,0.00006094701,0.9959037,0.0002539867,0.0004638889],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7612938,"threshold_uncertainty_score":0.9991906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489124798400566,"score_gpt":0.2557219760424267,"score_spread":0.2308307280584211,"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."}}