{"id":"W4398542762","doi":"10.7910/dvn/8qpl75/ay8vlx","title":"ykc20120716_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; Remote sensing; Geography; Physics; Ionosphere; Optics; Radiative transfer; Philosophy; Geophysics","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":[0.001218042,0.004200518,0.00299852,0.005432232,0.001501637,0.005717793,0.005396901,0.004281846,0.2890879],"category_scores_gemma":[0.007738936,0.001211298,0.001790579,0.01119737,0.0008866684,0.003234888,0.004025389,0.002351134,0.4102722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309129,"about_ca_system_score_gemma":0.002922447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02449893,"about_ca_topic_score_gemma":0.02915645,"domain_scores_codex":[0.9987881,0.0001982693,0.00009958186,0.0004248955,0.0002543566,0.0002349213],"domain_scores_gemma":[0.9976018,0.0006915014,0.0002187883,0.0006123997,0.0005653148,0.0003101721],"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":[0.00005354655,0.00001225004,0.0002056527,0.0007740801,0.00002321321,0.00001056524,0.0000172706,0.0001570097,0.0000771954,0.0004905069,0.9971354,0.001043333],"study_design_scores_gemma":[0.0002482721,0.00001435153,0.001027329,0.0003341257,0.00002485456,0.00001926283,0.00004859307,0.0002439565,0.0003071748,0.001861682,0.9958403,0.00003021304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000264457,0.00005838579,0.00003420181,0.0000472352,0.00001705536,0.000005040295,0.9986123,0.000518229,0.0006811732],"genre_scores_gemma":[0.000216199,0.00008406148,0.0001416255,0.00006074357,0.000009203965,0.00005223689,0.9984722,0.0002358039,0.0007278479],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7109121,"threshold_uncertainty_score":0.9670953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240236324275687,"score_gpt":0.2557208839513577,"score_spread":0.2433185207086009,"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."}}