{"id":"W4398261548","doi":"10.7910/dvn/pkjufn/9bbqyc","title":"FCC2003.081.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":[0.0004297344,0.0009926191,0.001028095,0.0004179809,0.0002005038,0.0002992449,0.00264081,0.0006505994,0.2283722],"category_scores_gemma":[0.001395948,0.001058633,0.0003180179,0.0008141855,0.0002698299,0.0006097698,0.001599283,0.001471794,0.9955711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118715,"about_ca_system_score_gemma":0.0004828378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000673092,"about_ca_topic_score_gemma":0.0003227632,"domain_scores_codex":[0.9952852,0.0002991486,0.0007344416,0.00151447,0.001214631,0.0009521137],"domain_scores_gemma":[0.9943401,0.0001299016,0.0005460019,0.004097104,0.0001416695,0.0007451822],"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":[0.000190351,0.0001479524,0.000001722437,0.0002585891,0.0002645787,0.001318194,0.00002497342,0.000003761771,0.00009355624,0.00002483475,0.9976078,0.00006363803],"study_design_scores_gemma":[0.001078295,0.00008170149,0.00001432059,0.0001295334,0.0006101287,0.0000608878,0.00005824515,0.00002148163,0.00003174755,0.0000133697,0.9967968,0.001103419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002011948,8.065132e-7,0.000009337864,0.000006759145,0.001310976,0.0006504643,0.9967263,0.0004748018,0.0008185632],"genre_scores_gemma":[0.000001397738,0.0002073143,0.0004462533,0.00149434,0.001183321,0.00006157448,0.9959023,0.0002581868,0.0004453401],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7671989,"threshold_uncertainty_score":0.9991864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473253945859034,"score_gpt":0.2551179467953728,"score_spread":0.2303854073367824,"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."}}