{"id":"W4398265105","doi":"10.7910/dvn/8qpl75/httsmu","title":"pen20140710_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; Environmental science; Physics; Ionosphere; Optics; Radiative transfer; Geophysics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001092405,0.004586227,0.002896873,0.004564911,0.001573681,0.005995943,0.005227086,0.003984582,0.2730354],"category_scores_gemma":[0.006807722,0.00130126,0.001859758,0.008925515,0.0008271403,0.003471895,0.004455918,0.002426308,0.463866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279301,"about_ca_system_score_gemma":0.002372985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03018032,"about_ca_topic_score_gemma":0.04117505,"domain_scores_codex":[0.9988192,0.0001781243,0.00008786867,0.0004112223,0.0002297883,0.0002737274],"domain_scores_gemma":[0.9979641,0.0004646502,0.0001620381,0.0006124235,0.0004700587,0.0003266978],"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":[0.00003180513,0.000008485483,0.0001459019,0.0002801096,0.00001439426,0.00000732137,0.0000116062,0.00009407997,0.00003570937,0.000252161,0.9984151,0.0007032747],"study_design_scores_gemma":[0.0002385114,0.00001692,0.001242468,0.0002133786,0.00002181913,0.00002116017,0.00006067659,0.0003310674,0.0002571202,0.001738285,0.9958276,0.00003097387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003317002,0.00004941423,0.00003291063,0.00006767955,0.00002908439,0.000005235991,0.9981208,0.0008501211,0.0008114338],"genre_scores_gemma":[0.0002174312,0.00005284003,0.0001246207,0.00006263585,0.00001497234,0.00004223668,0.998209,0.0002856679,0.0009906099],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7269646,"threshold_uncertainty_score":0.9133943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799079941648009,"score_gpt":0.2878062067032857,"score_spread":0.2698154072868056,"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."}}