{"id":"W4398696169","doi":"10.7910/dvn/8qpl75/kvcxpj","title":"rabb20140225_03.txt.gz","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Riometer; Shortwave; Simple (philosophy); Absorption (acoustics); Computer science; Meteorology; Physics; Ionosphere; Optics; Geophysics; Philosophy; Radiative transfer","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":[0.0002806381,0.0004440736,0.0005135056,0.0001799132,0.0002025256,0.000284845,0.000962125,0.0002021803,0.7329406],"category_scores_gemma":[0.00003069702,0.0004468985,0.0002917111,0.0002603282,0.00007967158,0.0001918345,0.0007855317,0.001192579,0.6583852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009561289,"about_ca_system_score_gemma":0.0007708978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203103,"about_ca_topic_score_gemma":0.00009792,"domain_scores_codex":[0.9973265,0.0001683169,0.0003589334,0.0007197027,0.0005603355,0.0008662249],"domain_scores_gemma":[0.997581,0.00007942014,0.0001618575,0.001736725,0.0001476601,0.0002933383],"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":[0.00001672865,0.0001918804,0.00002214375,0.00005599957,0.0002235138,0.00004333917,0.000005076402,0.000002714793,0.00005277645,0.0007059286,0.9978702,0.0008096944],"study_design_scores_gemma":[0.0006084412,0.00003975229,0.00001023151,0.00005428247,0.0001000581,0.000003768824,0.00007093423,0.00002675852,0.0002118545,0.0001352111,0.9982882,0.0004505583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000252273,0.000001033033,0.0001200383,0.000004084724,0.0004116077,0.0002866664,0.9965566,0.00002923305,0.002565494],"genre_scores_gemma":[0.00005882489,0.0001376658,0.00007706055,0.000118265,0.0008017771,0.00008139999,0.9946157,0.00004095945,0.00406834],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0745554,"threshold_uncertainty_score":0.9997983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713995173895663,"score_gpt":0.2842893036647626,"score_spread":0.267149351925806,"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."}}