{"id":"W4398664336","doi":"10.7910/dvn/pkjufn/uqfmb7","title":"FCC2002.026.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":[0.0004236651,0.0009719545,0.001004047,0.0002590465,0.0001969129,0.0003029985,0.002671588,0.0006323259,0.2369184],"category_scores_gemma":[0.001375746,0.001034809,0.0003359377,0.0006710954,0.0002604069,0.0006090801,0.001683872,0.001454525,0.9949479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309802,"about_ca_system_score_gemma":0.0003182428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004615614,"about_ca_topic_score_gemma":0.0003693286,"domain_scores_codex":[0.9950693,0.000280755,0.0007212627,0.00147985,0.001520044,0.0009288435],"domain_scores_gemma":[0.9944449,0.0001557375,0.0005346632,0.004034167,0.0001033888,0.0007271541],"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":[0.0001998784,0.000147435,0.000002349285,0.0002507108,0.0002579573,0.001315734,0.00002404168,0.00000383978,0.0001077866,0.00001586466,0.9975708,0.000103612],"study_design_scores_gemma":[0.0010308,0.00008264322,0.0000125658,0.0001284996,0.0006036184,0.00005739519,0.00005674658,0.00002417252,0.00004292736,0.00001151975,0.9968683,0.001080884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001900115,7.148863e-7,0.000008406404,0.000006901108,0.001168728,0.0006116581,0.9968671,0.0004643143,0.0008703247],"genre_scores_gemma":[0.000002054841,0.0001744121,0.0003881869,0.001366758,0.001227987,0.00005817193,0.9960442,0.0002631441,0.0004750488],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7580294,"threshold_uncertainty_score":0.9992102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495068240570673,"score_gpt":0.2535109725442202,"score_spread":0.2285602901385135,"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."}}