{"id":"W4398454650","doi":"10.7910/dvn/pkjufn/duddyv","title":"FCC2003.014.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":[0.00153346,0.003073626,0.001786835,0.004795451,0.001175095,0.003652632,0.004327827,0.003097826,0.1679672],"category_scores_gemma":[0.009805261,0.0009648527,0.001578435,0.00752504,0.000703734,0.002201827,0.002474782,0.002049688,0.2195166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107433,"about_ca_system_score_gemma":0.00273692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04607889,"about_ca_topic_score_gemma":0.06985599,"domain_scores_codex":[0.9986909,0.0002753443,0.0001155,0.0004009822,0.0002589515,0.0002584095],"domain_scores_gemma":[0.9965748,0.0008453174,0.000251982,0.001007187,0.00091561,0.0004051646],"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":[0.00002731306,0.000006877214,0.0001526348,0.0002123622,0.00001297133,0.00000527744,0.000007317524,0.0001241385,0.00002686346,0.0002421372,0.9985379,0.0006443568],"study_design_scores_gemma":[0.0003156615,0.00002075535,0.001724363,0.0002912979,0.00003052116,0.00003408715,0.00006792882,0.0006376027,0.0002803929,0.001828462,0.9947331,0.00003573533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005330351,0.00004793619,0.00003630857,0.00008368939,0.00003147188,0.000005162948,0.9986113,0.0004854074,0.0006453504],"genre_scores_gemma":[0.0002863949,0.00004093946,0.0001426553,0.00006782317,0.00001356446,0.00003442743,0.9985385,0.0001593143,0.0007165204],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8320327,"threshold_uncertainty_score":0.5619065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430224694842337,"score_gpt":0.2546138506081794,"score_spread":0.2303116036597561,"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."}}