{"id":"W4398266618","doi":"10.7910/dvn/8qpl75/9ogycv","title":"iqa20100206_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":[],"category_scores_codex":[0.001325216,0.00363792,0.002929657,0.005390383,0.001415523,0.006047473,0.005114656,0.003740717,0.2974903],"category_scores_gemma":[0.008591499,0.001135738,0.001899816,0.01196779,0.0008104027,0.003262958,0.004077038,0.002391738,0.3845679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002320412,"about_ca_system_score_gemma":0.002850097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02533352,"about_ca_topic_score_gemma":0.02925579,"domain_scores_codex":[0.9987229,0.0002065554,0.0001117086,0.0004403601,0.0002695564,0.0002490047],"domain_scores_gemma":[0.9973091,0.0007639435,0.00025841,0.0006688579,0.0006589028,0.0003407451],"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":[0.00004694219,0.00001016445,0.0002065003,0.0007127837,0.00002379466,0.000008478406,0.00001526627,0.0001402146,0.00006043671,0.0005295094,0.9972154,0.001030631],"study_design_scores_gemma":[0.0002207168,0.00001330133,0.001121866,0.0003418461,0.00002502088,0.0000157848,0.00004414323,0.0002097487,0.0002339383,0.002105749,0.9956412,0.00002672978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002104769,0.00005075197,0.00002929091,0.00004826119,0.00001592899,0.000004544839,0.9986602,0.0004551861,0.0007148126],"genre_scores_gemma":[0.0002276379,0.0000871001,0.0001473715,0.00007579716,0.00001128856,0.00005196125,0.9983848,0.0002382732,0.0007757611],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7025098,"threshold_uncertainty_score":0.9952041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204436046813529,"score_gpt":0.2539173132860513,"score_spread":0.241872952817916,"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."}}