{"id":"W4398684919","doi":"10.7910/dvn/8qpl75/fyuwhf","title":"mea20140416_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":[],"category_scores_codex":[0.001065451,0.003815099,0.002694339,0.005123586,0.001308857,0.005489303,0.004949155,0.003669231,0.2837621],"category_scores_gemma":[0.00746479,0.001122266,0.001679501,0.01078449,0.0007750678,0.003102821,0.003685965,0.002169457,0.4019353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162578,"about_ca_system_score_gemma":0.00243244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02263815,"about_ca_topic_score_gemma":0.02854347,"domain_scores_codex":[0.9989358,0.0001665881,0.00008693805,0.0003788268,0.000237027,0.0001949067],"domain_scores_gemma":[0.997816,0.0006231028,0.0002058176,0.000585424,0.0004864916,0.0002831603],"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":[0.00004790998,0.00001035122,0.0002071626,0.0006278728,0.00002393678,0.000009290387,0.00001513902,0.0001651616,0.00006808407,0.0005434968,0.9970626,0.001219074],"study_design_scores_gemma":[0.0001887146,0.00001158973,0.0009705633,0.0002586953,0.00002094584,0.00001571036,0.00003843576,0.0002267581,0.0002772949,0.002088527,0.9958769,0.00002585872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002648612,0.0000538084,0.00003739201,0.0000504314,0.00001590253,0.000004255432,0.9983973,0.0006450653,0.0007693979],"genre_scores_gemma":[0.0002667988,0.00009222191,0.0001760953,0.00006790401,0.00001141843,0.00005197863,0.9981549,0.0003144749,0.0008641997],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7162379,"threshold_uncertainty_score":0.9492788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268323907921052,"score_gpt":0.2546551210992373,"score_spread":0.2419718820200268,"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."}}