{"id":"W4398684518","doi":"10.7910/dvn/8qpl75/3briqy","title":"pen20151002_03.txt.gz","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Spectroscopy and Laser Applications","field":"Chemistry","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; Physics; Optics; Geography; Ionosphere; Geophysics; 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":[0.00009782174,0.0004014161,0.0004049269,0.00007553666,0.0001843844,0.0001579471,0.0009539052,0.0004826387,0.8876126],"category_scores_gemma":[0.0001291831,0.0004388819,0.0001842642,0.0001706774,0.0001016957,0.0001465662,0.0005189359,0.0007500235,0.6919641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424022,"about_ca_system_score_gemma":0.0002988451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004296713,"about_ca_topic_score_gemma":0.0002826527,"domain_scores_codex":[0.9980555,0.00002455401,0.0003598501,0.0007614687,0.0003743568,0.0004242777],"domain_scores_gemma":[0.9966581,0.00009070517,0.0002004717,0.002754553,0.00007970308,0.0002164975],"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":[0.00001586878,0.0001604956,0.000002187618,0.0002488788,0.0001080814,0.0001313292,0.000006045159,0.000001609479,0.001759561,0.00006010818,0.9974268,0.00007903754],"study_design_scores_gemma":[0.0003214087,0.000008433474,0.00000208371,0.0001005082,0.0002491991,0.00003911864,0.000105172,0.00001032627,0.004319472,0.00002025441,0.9943729,0.0004511124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001962745,0.000001113183,0.00002896808,0.000003256602,0.0002469008,0.00008893671,0.9929861,0.0001097753,0.006515269],"genre_scores_gemma":[0.000005827204,0.0006376888,0.0002216697,0.0002613128,0.0007206374,0.0001341492,0.9936618,0.00003904614,0.004317906],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1956485,"threshold_uncertainty_score":0.9998063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323594942912441,"score_gpt":0.2583462452938158,"score_spread":0.2451102958646914,"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."}}