{"id":"W4398485485","doi":"10.7910/dvn/pkjufn/a1nmv3","title":"FCC2001.077.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":[0.0004251472,0.0009918102,0.001027829,0.0004282962,0.0002004531,0.0003010709,0.002696401,0.0006501501,0.2320908],"category_scores_gemma":[0.001209456,0.001056994,0.0003374889,0.0007352112,0.0002697874,0.0006219777,0.001670078,0.001476159,0.9957512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123839,"about_ca_system_score_gemma":0.0004317013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007489717,"about_ca_topic_score_gemma":0.0004450212,"domain_scores_codex":[0.9952703,0.0002892457,0.0007345473,0.00151568,0.001220107,0.0009701317],"domain_scores_gemma":[0.9943327,0.0001483887,0.0005453668,0.004094529,0.0001235491,0.0007554764],"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":[0.0002005545,0.0001487883,0.000002281322,0.0002567884,0.0002653001,0.00144861,0.00002467794,0.000004332152,0.0001042008,0.00001864215,0.9974513,0.00007449437],"study_design_scores_gemma":[0.001095851,0.00008158974,0.00001268017,0.0001326361,0.0006118242,0.00006530502,0.00005735555,0.00002147157,0.0000341984,0.00001467511,0.9967697,0.00110268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002211487,7.961781e-7,0.000006861598,0.00000791701,0.001255109,0.0006420247,0.9967991,0.0004887609,0.0007972417],"genre_scores_gemma":[0.000001616742,0.0002306672,0.0003812774,0.00142461,0.001294354,0.00006113065,0.9958776,0.0002579323,0.0004708535],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7636604,"threshold_uncertainty_score":0.999188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484661320769378,"score_gpt":0.2556789123796845,"score_spread":0.2308322991719908,"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."}}