{"id":"W4398306613","doi":"10.7910/dvn/8qpl75/gicnrp","title":"iqa20151001_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; Physics; Ionosphere; Optics; 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":["insufficient_payload"],"category_scores_codex":[0.001321979,0.003556855,0.002841876,0.005614172,0.001462015,0.006014079,0.005199539,0.003913106,0.320802],"category_scores_gemma":[0.009238523,0.00116709,0.001862138,0.01223523,0.0008357438,0.003367456,0.004160466,0.002384256,0.3930896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286401,"about_ca_system_score_gemma":0.002778766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02313991,"about_ca_topic_score_gemma":0.0270496,"domain_scores_codex":[0.9987339,0.0002100492,0.0001120441,0.0004364441,0.0002674333,0.0002400998],"domain_scores_gemma":[0.9971554,0.0008770712,0.0002647943,0.0006839547,0.000670575,0.0003481061],"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":[0.00004775564,0.00001137614,0.0002189539,0.0008013982,0.00002423725,0.000009146696,0.00001735726,0.0001534101,0.00006096655,0.0005855775,0.9969347,0.001135231],"study_design_scores_gemma":[0.0002304627,0.00001358186,0.001050895,0.0003751701,0.00002515293,0.00001571659,0.00004628279,0.0002151218,0.0002410948,0.002290946,0.9954681,0.00002737372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002160501,0.00005390455,0.00003287542,0.00005208281,0.00001599089,0.000005065793,0.9985744,0.0004688403,0.0007753535],"genre_scores_gemma":[0.0002484537,0.00009539079,0.0001669202,0.00008284203,0.00001162099,0.00006034058,0.9982619,0.0002602578,0.0008122032],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.679198,"threshold_uncertainty_score":0.9687935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276559473480181,"score_gpt":0.2574789873027782,"score_spread":0.2447133925679764,"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."}}