{"id":"W4398453169","doi":"10.7910/dvn/pkjufn/ochjpf","title":"FCC2002.237.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":[0.0004335116,0.0009730739,0.001003656,0.0002521274,0.0001965247,0.0003005411,0.002683208,0.000629955,0.2254093],"category_scores_gemma":[0.001394262,0.001025226,0.0003357777,0.000665625,0.0002598686,0.0005955737,0.001677081,0.001448706,0.9945696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075027,"about_ca_system_score_gemma":0.0003381756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004474662,"about_ca_topic_score_gemma":0.0003997782,"domain_scores_codex":[0.9950556,0.0002825682,0.0007255098,0.001478854,0.001528761,0.0009287121],"domain_scores_gemma":[0.9944538,0.0001526455,0.000537356,0.004025323,0.0001050663,0.0007257703],"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":[0.0002093373,0.0001475695,0.000002183756,0.0002543898,0.0002584301,0.001341511,0.00002464159,0.000003984096,0.0001196371,0.00001508158,0.9975175,0.000105724],"study_design_scores_gemma":[0.001038739,0.0000841557,0.00001132306,0.000132329,0.0006026286,0.00006059117,0.00005885427,0.00002446459,0.0000467549,0.00001146903,0.996848,0.001080625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001871799,6.988479e-7,0.000008296507,0.000007110754,0.001159272,0.0006135049,0.9968653,0.0004480177,0.0008959443],"genre_scores_gemma":[0.000002137366,0.0001727032,0.0003948146,0.00132663,0.00122929,0.00005994687,0.9960581,0.0002535899,0.0005027999],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7691603,"threshold_uncertainty_score":0.9992198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497374712490684,"score_gpt":0.2535437755552922,"score_spread":0.2285700284303854,"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."}}