{"id":"W4398547633","doi":"10.7910/dvn/8qpl75/puvuk1","title":"stj20150311_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; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001219348,0.00392658,0.002792016,0.005237733,0.001476777,0.005953481,0.005035287,0.004072564,0.2797998],"category_scores_gemma":[0.007816614,0.001187795,0.001864728,0.01083835,0.000850225,0.003239624,0.003940265,0.002339279,0.3963009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146051,"about_ca_system_score_gemma":0.002673476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133544,"about_ca_topic_score_gemma":0.02824517,"domain_scores_codex":[0.9987794,0.0001926979,0.0001066616,0.0004142285,0.0002713123,0.0002356946],"domain_scores_gemma":[0.9975575,0.0006898579,0.0002235596,0.0006458204,0.0005613714,0.0003217886],"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":[0.00005018928,0.00001246117,0.0002215403,0.000686049,0.0000236801,0.00001062726,0.00001631816,0.0001570573,0.00007605303,0.0004953154,0.9972075,0.001043208],"study_design_scores_gemma":[0.0002451966,0.00001623716,0.001144574,0.0003113096,0.00002574005,0.00002104144,0.00004836908,0.0002732341,0.0003131808,0.002095168,0.9954761,0.00002983319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000305315,0.0000553276,0.0000357752,0.00005663399,0.00002032006,0.000004934311,0.9984371,0.000589842,0.0007694227],"genre_scores_gemma":[0.0002376807,0.00008062591,0.0001382744,0.00006813641,0.00001117172,0.00004457238,0.998387,0.0002397846,0.0007928068],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7202002,"threshold_uncertainty_score":0.9360237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294996848986865,"score_gpt":0.2580067790426167,"score_spread":0.245056810552748,"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."}}