{"id":"W4398472569","doi":"10.7910/dvn/pkjufn/1iqhxh","title":"FCC2001.119.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":[0.0004356836,0.0009916004,0.0010269,0.0004245731,0.0001993975,0.0003007933,0.00271538,0.0006500734,0.2470663],"category_scores_gemma":[0.001195975,0.001056982,0.0003403651,0.0007225407,0.0002678304,0.0006190809,0.001677669,0.00147513,0.9958288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153064,"about_ca_system_score_gemma":0.0004225078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005320915,"about_ca_topic_score_gemma":0.0004225603,"domain_scores_codex":[0.9952644,0.000290882,0.000735881,0.001513378,0.001225971,0.0009695225],"domain_scores_gemma":[0.9943408,0.00014867,0.0005464595,0.004086037,0.0001235566,0.0007544113],"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":[0.0002038642,0.000151849,0.000001974853,0.000252883,0.0002648452,0.001420709,0.00002030528,0.000003109304,0.0001078847,0.00002444157,0.9974719,0.00007628302],"study_design_scores_gemma":[0.001098554,0.00008204127,0.000009830089,0.0001269127,0.0006108609,0.00006472119,0.00005217691,0.00002364889,0.00003537229,0.00001546717,0.9967778,0.001102597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001897611,7.844752e-7,0.000007826955,0.00001021632,0.001244785,0.0006414948,0.9968996,0.0004896246,0.0007037738],"genre_scores_gemma":[0.000002044759,0.000223933,0.0004065454,0.001410763,0.001285011,0.00006125899,0.9959201,0.0002578683,0.0004324709],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7487625,"threshold_uncertainty_score":0.9991881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482902228709369,"score_gpt":0.255657359283252,"score_spread":0.2308283369961583,"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."}}