{"id":"W4398474113","doi":"10.7910/dvn/8qpl75/s6h9xd","title":"stj20140824_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; Environmental science; Remote sensing; Geography; Physics; Ionosphere; Optics; Radiative transfer; Philosophy; Geophysics","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":[0.000101772,0.0004050999,0.000410539,0.00007745234,0.0001830471,0.0001548232,0.0009310639,0.0004948274,0.8360362],"category_scores_gemma":[0.0001291522,0.0004417156,0.000184378,0.0001712797,0.0001028265,0.0001409864,0.0004971141,0.0007553363,0.670112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399361,"about_ca_system_score_gemma":0.0002862975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004819795,"about_ca_topic_score_gemma":0.0003627127,"domain_scores_codex":[0.9980332,0.00002579923,0.0003709263,0.0007669882,0.0003730614,0.0004300796],"domain_scores_gemma":[0.9966129,0.0000970278,0.0002031788,0.002795807,0.00007799877,0.0002130635],"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":[0.00001564485,0.0001661971,0.000003500994,0.0002534487,0.0001207601,0.000121297,0.000006871519,0.00000198267,0.001530418,0.00006911659,0.9976315,0.00007923355],"study_design_scores_gemma":[0.0003181512,0.000006568175,0.00000287101,0.0001058785,0.0002507223,0.00003166315,0.00009477024,0.00001228737,0.003951183,0.00002777008,0.9947464,0.000451736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002180606,0.000001173071,0.00003518908,0.000003062239,0.0002593555,0.00008794794,0.9944302,0.0001152371,0.005046071],"genre_scores_gemma":[0.000005962267,0.0006822271,0.0002080387,0.000342291,0.0007368289,0.0001327178,0.9944527,0.0000395426,0.003399672],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1659242,"threshold_uncertainty_score":0.9998035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212946720669137,"score_gpt":0.2556641131826172,"score_spread":0.2435346459759258,"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."}}