{"id":"W4398688839","doi":"10.7910/dvn/8qpl75/6svgpl","title":"inu20120418_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; Remote sensing; Environmental science; Physics; Optics; Geography; Ionosphere; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002563877,0.0004309455,0.0004910105,0.000180285,0.0001850842,0.0002726855,0.0009273346,0.000204994,0.7546732],"category_scores_gemma":[0.00002815672,0.0004338012,0.0002645174,0.0002719982,0.00007991797,0.0002090904,0.0008141636,0.001190531,0.6204853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008128,"about_ca_system_score_gemma":0.0007744965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223321,"about_ca_topic_score_gemma":0.0001125238,"domain_scores_codex":[0.9974139,0.0001554283,0.0003512523,0.0006817029,0.0005383681,0.0008593898],"domain_scores_gemma":[0.9976845,0.00007088351,0.0001557333,0.001651768,0.0001445771,0.0002925149],"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":[0.00001442946,0.0001931279,0.00003135607,0.00005427433,0.0002175453,0.00004083023,0.000006210894,0.000002109523,0.00004597339,0.0007668418,0.9977511,0.0008762043],"study_design_scores_gemma":[0.000529915,0.00003767229,0.0000135781,0.00005355898,0.00009488112,0.000003577602,0.00007828416,0.00002086634,0.0001736677,0.0001355782,0.9984214,0.0004370712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003455433,0.000001076219,0.0001036762,0.000003474114,0.0004008753,0.0002717127,0.9966784,0.00002722084,0.002479031],"genre_scores_gemma":[0.00007468186,0.0001262451,0.00008142034,0.000114829,0.0008002068,0.00007625618,0.9949951,0.00003925874,0.003692064],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1341878,"threshold_uncertainty_score":0.9998114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787531914741307,"score_gpt":0.2864497138384168,"score_spread":0.2685743946910037,"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."}}