{"id":"W4398629974","doi":"10.7910/dvn/8qpl75/bjfkum","title":"qik20140907_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; Physics; Optics; Ionosphere; Philosophy; Geophysics; 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":[0.001509874,0.003671931,0.003429772,0.005208164,0.001560171,0.005572173,0.005864504,0.004393129,0.3115593],"category_scores_gemma":[0.01104408,0.001432883,0.001942788,0.01098732,0.0008929772,0.003098826,0.004474347,0.002487733,0.3700607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002499045,"about_ca_system_score_gemma":0.003600231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0206861,"about_ca_topic_score_gemma":0.02615402,"domain_scores_codex":[0.9985871,0.000247476,0.0001239458,0.0005102322,0.0002689467,0.0002623325],"domain_scores_gemma":[0.9969783,0.00101399,0.0002813824,0.0006661626,0.0006726038,0.0003875711],"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":[0.00007580903,0.00001363318,0.0002995119,0.001414727,0.00003860461,0.00001153519,0.00002263487,0.0001778371,0.00009129266,0.0006646904,0.9959924,0.001197241],"study_design_scores_gemma":[0.0004461079,0.00002044937,0.001404069,0.0004982259,0.00004420853,0.00002500106,0.00005229655,0.0002685919,0.0003504864,0.003098056,0.9937516,0.00004093474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000274953,0.00007686335,0.0000405994,0.00005965705,0.00001585919,0.000006433425,0.9986229,0.0005285026,0.0006217569],"genre_scores_gemma":[0.0002987917,0.0001135982,0.000206905,0.000105431,0.00001122885,0.00008752423,0.9981275,0.0002793946,0.0007695098],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6884407,"threshold_uncertainty_score":0.981977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190873501290799,"score_gpt":0.2543673056335493,"score_spread":0.2424585706206413,"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."}}