{"id":"W4398465923","doi":"10.7910/dvn/8qpl75/ju1ec4","title":"brd20141002_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; Meteorology; Remote sensing; Physics; Geography; Optics; 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":["insufficient_payload"],"category_scores_codex":[0.001290507,0.003645943,0.00290482,0.005683826,0.001405449,0.006032779,0.005006663,0.003841461,0.3115442],"category_scores_gemma":[0.008950982,0.001184087,0.001813365,0.01195265,0.0008001133,0.003070225,0.003970142,0.002274326,0.3966255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212094,"about_ca_system_score_gemma":0.002694648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02155855,"about_ca_topic_score_gemma":0.0269542,"domain_scores_codex":[0.998769,0.0002063632,0.0001104608,0.0004185024,0.0002675098,0.0002281328],"domain_scores_gemma":[0.9974209,0.0007939109,0.0002598834,0.0006340188,0.000559183,0.0003320987],"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":[0.00005580847,0.000011266,0.0002246273,0.0009580659,0.00002689828,0.00001056235,0.00001794986,0.0001513429,0.00006934073,0.0005846014,0.9967048,0.001184744],"study_design_scores_gemma":[0.0002371022,0.00001337479,0.0009590584,0.000386004,0.0000244341,0.00001752997,0.00004226833,0.0001748477,0.000225148,0.001884775,0.9960109,0.00002464101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002206448,0.00006543635,0.00003018692,0.00005143648,0.00001708721,0.000004489958,0.9985964,0.000447474,0.0007654341],"genre_scores_gemma":[0.0002455011,0.0001124737,0.0001553279,0.00008012802,0.00001172152,0.00005492673,0.9982409,0.000253175,0.0008458349],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6884558,"threshold_uncertainty_score":0.9819986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185433391485161,"score_gpt":0.2537856037715554,"score_spread":0.2419312698567038,"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."}}