{"id":"W4398615255","doi":"10.7910/dvn/8qpl75/yuy9sh","title":"ykc20130817_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; Absorption (acoustics); Simple (philosophy); Remote sensing; Computer science; Physics; Geology; Optics; Ionosphere; Geophysics; Radiative transfer; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008833466,0.000392518,0.000387649,0.0000763945,0.0001760407,0.0001462394,0.0008919871,0.0004109181,0.8828841],"category_scores_gemma":[0.00008750478,0.0004304627,0.0001780136,0.0001746593,0.0001000256,0.0001402963,0.0004803274,0.0007180977,0.6807267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111209,"about_ca_system_score_gemma":0.0002893734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004490458,"about_ca_topic_score_gemma":0.0001643035,"domain_scores_codex":[0.9981328,0.00002260819,0.0003571814,0.0007281339,0.0003465708,0.0004126838],"domain_scores_gemma":[0.9967993,0.0000858195,0.0001938446,0.002639289,0.00007462819,0.0002070873],"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":[0.00001070049,0.0001553591,0.000005389172,0.0001991402,0.0001227822,0.00008891081,0.000006714722,0.000001787259,0.001488587,0.00008075364,0.9977777,0.00006215357],"study_design_scores_gemma":[0.0002954767,0.000004894821,0.00000249444,0.00009482223,0.0002443916,0.0000241154,0.0001064972,0.00001160193,0.00431098,0.00004294503,0.9944221,0.0004396427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001828818,9.292141e-7,0.00004520401,0.000003231449,0.0002583642,0.00008607739,0.9941465,0.00009761951,0.005343823],"genre_scores_gemma":[0.000006037844,0.0004365943,0.000210543,0.0002805836,0.0007768136,0.0001425196,0.9940186,0.00003678551,0.004091545],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2021574,"threshold_uncertainty_score":0.9998147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209635134929911,"score_gpt":0.2540806638193566,"score_spread":0.2419843124700575,"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."}}