{"id":"W4398477888","doi":"10.7910/dvn/8qpl75/kzpuzq","title":"rank20120310_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":[0.001071435,0.00380309,0.002672077,0.005219497,0.001405177,0.005495901,0.00482642,0.003992142,0.2730792],"category_scores_gemma":[0.007235261,0.001049547,0.001614432,0.009522279,0.0007919793,0.002850099,0.003576392,0.002156272,0.3725987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002271246,"about_ca_system_score_gemma":0.002722465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02295822,"about_ca_topic_score_gemma":0.03208923,"domain_scores_codex":[0.9988793,0.0001772717,0.00008949199,0.0003860509,0.0002497223,0.0002181721],"domain_scores_gemma":[0.9978843,0.0006220471,0.0001952628,0.0005324117,0.0004837499,0.0002822401],"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":[0.00004554092,0.00001176361,0.0002145169,0.0005953303,0.00001952113,0.00001001368,0.00001389854,0.000146073,0.00005912957,0.0004527916,0.9973432,0.001088214],"study_design_scores_gemma":[0.0002439558,0.00001599334,0.001057518,0.0002799857,0.00002348662,0.00002319266,0.000045502,0.0002954538,0.0002847013,0.001975843,0.9957272,0.00002727358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000357012,0.00006628259,0.00003622384,0.00006274055,0.00001924151,0.000005385831,0.9982675,0.0006453795,0.0008615453],"genre_scores_gemma":[0.0003017564,0.00009282698,0.0001604407,0.00008025259,0.00001255208,0.00004968329,0.9980485,0.0002514533,0.001002422],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7269208,"threshold_uncertainty_score":0.9135409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214857191720683,"score_gpt":0.2545119543048368,"score_spread":0.2423633823876299,"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."}}