{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001076751,0.0004118984,0.000431677,0.00007894618,0.0001856068,0.0001468967,0.0009316301,0.0005065437,0.8868225],"category_scores_gemma":[0.0001304432,0.0004462869,0.000202813,0.0001802954,0.0001053147,0.0001485531,0.0004607872,0.0007527711,0.6544256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296846,"about_ca_system_score_gemma":0.0002640013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003373438,"about_ca_topic_score_gemma":0.0002274141,"domain_scores_codex":[0.9980439,0.00002713982,0.0003798633,0.0007503611,0.0003611307,0.0004376028],"domain_scores_gemma":[0.9966385,0.00009854603,0.0001994586,0.002778662,0.00007631441,0.0002085365],"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":[0.00002163614,0.0001626691,0.000002556961,0.000267764,0.0001305397,0.0001197742,0.000007574799,0.00000176284,0.002247381,0.00005443822,0.9969022,0.00008176501],"study_design_scores_gemma":[0.0004392769,0.000005431843,0.000002637099,0.0001055682,0.0002853512,0.00003674861,0.00007625573,0.00001096885,0.004548981,0.00002359233,0.9940086,0.0004566149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001826476,0.00000145445,0.00003561969,0.000003205343,0.0002834003,0.00009509474,0.9942876,0.0001155992,0.005159808],"genre_scores_gemma":[0.000006402444,0.0007351825,0.0001953374,0.0003424625,0.0007471226,0.0001379309,0.9943959,0.00003969401,0.003400011],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2323969,"threshold_uncertainty_score":0.9997989,"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."}}