{"id":"W4398296326","doi":"10.7910/dvn/8qpl75/p6jj3y","title":"hal20140904_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; Meteorology; Physics; 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":[0.001456157,0.004117646,0.002624012,0.005199515,0.001367657,0.00657294,0.004729412,0.003496334,0.3317119],"category_scores_gemma":[0.008502644,0.001038203,0.001674116,0.01137105,0.0009349087,0.002969458,0.004066434,0.002193012,0.4715216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002231235,"about_ca_system_score_gemma":0.00282836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950401,"about_ca_topic_score_gemma":0.02426637,"domain_scores_codex":[0.9986111,0.0002503118,0.0001235816,0.0004446286,0.0003324712,0.0002378554],"domain_scores_gemma":[0.9974196,0.0007426707,0.0002082781,0.0007444602,0.0005546874,0.0003302405],"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":[0.00004537643,0.000009713072,0.0001423905,0.0006807422,0.00002217105,0.000008694992,0.00001512111,0.0001525667,0.00006899338,0.0006212262,0.9970196,0.00121335],"study_design_scores_gemma":[0.0001920787,0.00001311325,0.0006758781,0.0002944659,0.00001709467,0.00001628318,0.0000440385,0.0002182842,0.000267575,0.001978524,0.9962589,0.00002378045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002740541,0.0000683409,0.0000440497,0.00006531135,0.00002329474,0.000004765336,0.9981529,0.0006411263,0.0009728493],"genre_scores_gemma":[0.0002416913,0.0001077562,0.0001717372,0.00007168479,0.00001070078,0.00005338507,0.9980032,0.0003196236,0.001020149],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6682881,"threshold_uncertainty_score":0.9532318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205906830852453,"score_gpt":0.2540707848508711,"score_spread":0.2420117165423466,"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."}}