{"id":"W4393594870","doi":"10.5281/zenodo.3468607","title":"Festival of Frequency Measurement Submission","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geography; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.00006931251,0.0003252893,0.0003931457,0.0001555424,0.00001778993,0.00001190342,0.0004647007,0.0003491583,0.04260292],"category_scores_gemma":[0.001033015,0.0003155734,0.0001063296,0.0002151561,0.000003291073,0.0000801027,0.00006156552,0.0005055767,0.001323796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003421631,"about_ca_system_score_gemma":0.00007617589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004337694,"about_ca_topic_score_gemma":0.00000379627,"domain_scores_codex":[0.9982849,0.00002406777,0.000341929,0.0002446726,0.000809153,0.0002952816],"domain_scores_gemma":[0.9989135,0.0000411274,0.0001211759,0.0005989203,0.0002415007,0.00008373697],"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":[0.000002011399,0.00001887929,3.956169e-7,0.001696566,0.00002907123,0.000005063438,8.684807e-7,0.0000897804,0.001342756,2.143739e-7,0.99567,0.001144356],"study_design_scores_gemma":[0.00009089715,0.00006799248,0.00002681769,0.004867334,0.00002073042,0.000001870725,2.743467e-7,0.0000343632,0.0134253,0.00004766539,0.981087,0.0003297785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[2.189555e-7,0.001704238,0.00002622608,0.000003357233,0.0001248678,0.0004673433,0.9968468,0.000299155,0.0005277885],"genre_scores_gemma":[0.0001877233,0.00004747942,0.0002164842,0.00001279408,0.00009410294,0.0001598953,0.9992198,0.00004922469,0.00001243344],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04127913,"threshold_uncertainty_score":0.9999296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07776786581963074,"score_gpt":0.267678993535064,"score_spread":0.1899111277154333,"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."}}