{"id":"W4398336740","doi":"10.7910/dvn/8qpl75/7ospah","title":"hal20140328_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); Remote sensing; Environmental science; Computer science; Physics; Geography; Ionosphere; Optics; Geophysics; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001413495,0.003969739,0.002619256,0.005049411,0.001375077,0.006485808,0.00478031,0.003516645,0.335631],"category_scores_gemma":[0.008536199,0.001044413,0.00166821,0.010859,0.0009033913,0.00295103,0.00405825,0.002191523,0.4624921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246918,"about_ca_system_score_gemma":0.002826892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02069038,"about_ca_topic_score_gemma":0.02560986,"domain_scores_codex":[0.9986665,0.0002398465,0.0001163106,0.0004324304,0.0003101353,0.0002347787],"domain_scores_gemma":[0.9973845,0.0007657578,0.0002143593,0.0007241259,0.0005699949,0.0003412747],"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":[0.0000457399,0.000009256458,0.0001469406,0.0006712516,0.00002144502,0.000008539306,0.00001500627,0.0001433791,0.00006339507,0.0005880891,0.9971545,0.001132439],"study_design_scores_gemma":[0.0002029027,0.00001306428,0.0007279553,0.0003056689,0.00001771898,0.0000159631,0.00004513714,0.0002123373,0.0002557478,0.001998057,0.9961811,0.00002435935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002563342,0.00006185917,0.00003916037,0.00006379918,0.00002196132,0.000004618447,0.9982791,0.0005967076,0.0009071897],"genre_scores_gemma":[0.000245373,0.000101344,0.000164976,0.00007501402,0.00001110685,0.0000546842,0.9980171,0.0003118216,0.001018537],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.664369,"threshold_uncertainty_score":0.9476417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206518683394056,"score_gpt":0.2539939383044715,"score_spread":0.241928751470531,"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."}}