{"id":"W4398621053","doi":"10.7910/dvn/pkjufn/ftidwy","title":"FCC2002.298.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":[0.0004303548,0.0009746159,0.001009376,0.0002590642,0.0001966428,0.0002988307,0.002664373,0.0006315182,0.2311802],"category_scores_gemma":[0.001364895,0.001037376,0.0003365697,0.000652909,0.0002605904,0.0006032016,0.001667057,0.001455186,0.9946319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085133,"about_ca_system_score_gemma":0.0003191784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004481452,"about_ca_topic_score_gemma":0.0003928302,"domain_scores_codex":[0.9950572,0.0002827411,0.0007233977,0.001482545,0.001523023,0.0009310601],"domain_scores_gemma":[0.9944392,0.0001564056,0.0005352591,0.00404014,0.0001011781,0.0007278456],"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":[0.0002022211,0.000148307,0.000002379404,0.0002543163,0.0002594272,0.001342868,0.00002326471,0.000003643566,0.000104015,0.00001767978,0.9975426,0.00009929815],"study_design_scores_gemma":[0.001038728,0.00008181638,0.00001234524,0.0001286974,0.0006059523,0.0000588016,0.00005605812,0.00002513448,0.00004283803,0.00001255359,0.9968536,0.001083456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001676662,7.789304e-7,0.000008588269,0.000006827271,0.001167962,0.0006147593,0.9968885,0.0004496073,0.0008613162],"genre_scores_gemma":[0.000001852634,0.0001945998,0.0004028982,0.001321796,0.001253488,0.00006075931,0.9960519,0.0002536791,0.000459049],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7634518,"threshold_uncertainty_score":0.9992077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500825657205191,"score_gpt":0.253556626914746,"score_spread":0.2285483703426941,"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."}}