{"id":"W4398562185","doi":"10.7910/dvn/pkjufn/qei2kz","title":"FCC2002.008.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":[0.001496483,0.003002306,0.001779748,0.00462034,0.001211056,0.003760407,0.004368403,0.003034811,0.1772117],"category_scores_gemma":[0.009051132,0.000939434,0.001473626,0.00718518,0.000688742,0.002331282,0.002487173,0.001997905,0.2358432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098916,"about_ca_system_score_gemma":0.002527019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04496897,"about_ca_topic_score_gemma":0.06909705,"domain_scores_codex":[0.9987275,0.0002674854,0.0001076663,0.0003988209,0.0002469741,0.0002515989],"domain_scores_gemma":[0.9967983,0.0007415141,0.0002342068,0.0009651975,0.0008757644,0.000385049],"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":[0.00002732871,0.000006727782,0.0001410805,0.0002017934,0.00001185634,0.000004939756,0.000006970811,0.0001111804,0.00002698964,0.000250098,0.9985519,0.0006590291],"study_design_scores_gemma":[0.0002788746,0.00001970193,0.001552139,0.0002650812,0.00002589735,0.00003043958,0.00006269434,0.000557584,0.0002635921,0.001645029,0.9952669,0.00003222861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000514524,0.00004796494,0.00003714968,0.00008360059,0.00003335746,0.000005136005,0.9984549,0.0005073253,0.0007791224],"genre_scores_gemma":[0.0002916217,0.00003971261,0.0001430154,0.00006820622,0.00001402743,0.00003317616,0.9984675,0.0001579846,0.0007846221],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8227883,"threshold_uncertainty_score":0.5928322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501621037252532,"score_gpt":0.2530808334021142,"score_spread":0.2280646230295889,"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."}}