{"id":"W4398458390","doi":"10.7910/dvn/pkjufn/0imgjp","title":"FCC2003.165.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":[0.0004208063,0.0009907739,0.001020689,0.0004268983,0.0002003877,0.0002995142,0.00264151,0.0006683652,0.237354],"category_scores_gemma":[0.001366238,0.001056981,0.0003179554,0.0008218788,0.0002580599,0.0006077593,0.001564398,0.001506261,0.9955807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982107,"about_ca_system_score_gemma":0.0004884735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006806337,"about_ca_topic_score_gemma":0.0003794834,"domain_scores_codex":[0.9952909,0.0002989008,0.0007322341,0.001513205,0.001213846,0.0009509216],"domain_scores_gemma":[0.9943618,0.0001276882,0.0005447876,0.004081165,0.0001404744,0.000744145],"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":[0.0001937074,0.0001486085,0.000001716129,0.0002561604,0.0002732615,0.001337353,0.00002453622,0.000003796907,0.00009384372,0.00002685083,0.9975703,0.00006983147],"study_design_scores_gemma":[0.001094374,0.00008245821,0.000009818934,0.0001331718,0.0006293029,0.00006091726,0.00006141236,0.00002309185,0.00003848942,0.00001345329,0.9967517,0.00110179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001439505,8.269452e-7,0.000009308125,0.000007041569,0.001334788,0.0006486495,0.9966659,0.0004744321,0.0008576186],"genre_scores_gemma":[0.000001378806,0.0002188685,0.0004214591,0.001483059,0.001193681,0.00006158636,0.9959359,0.0002579165,0.0004262098],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7582267,"threshold_uncertainty_score":0.9991881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247673236901295,"score_gpt":0.2551844532484137,"score_spread":0.2304171295582842,"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."}}