{"id":"W4398346843","doi":"10.7910/dvn/pkjufn/f2dsrk","title":"FCC2001.255.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":[0.0004302904,0.000991383,0.001022561,0.0004339492,0.0002005031,0.0003016989,0.002699245,0.0006682553,0.2442651],"category_scores_gemma":[0.00121397,0.001056723,0.0003409089,0.000735727,0.0002628145,0.0006198445,0.001632647,0.001511946,0.9957514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003014882,"about_ca_system_score_gemma":0.0004315234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007617201,"about_ca_topic_score_gemma":0.0004259626,"domain_scores_codex":[0.9952536,0.0002887155,0.0007338719,0.001533983,0.001219712,0.0009700777],"domain_scores_gemma":[0.9942847,0.0001472678,0.0005448748,0.004144617,0.0001229671,0.0007556042],"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":[0.0001986729,0.0001555863,0.00000211823,0.0002534871,0.0002731803,0.001414807,0.00002494902,0.000004786594,0.00009809413,0.00001920348,0.9974892,0.00006591911],"study_design_scores_gemma":[0.001107877,0.00008319546,0.000009879263,0.0001353208,0.0006291814,0.00006137091,0.00006147554,0.00002386574,0.00003205778,0.0000148801,0.9967386,0.001102359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001511462,7.964642e-7,0.000007529039,0.00000962177,0.001256181,0.0006394169,0.9966926,0.0005042634,0.0008880738],"genre_scores_gemma":[0.00000140885,0.0002382731,0.0003766669,0.00179728,0.001281134,0.00006096876,0.9956023,0.0002632234,0.0003787496],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7514863,"threshold_uncertainty_score":0.9991883,"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."}}