{"id":"W4398862494","doi":"10.7910/dvn/v1rjpf/iuwuvl","title":"ykc20160616_03.txt.gz","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Mathematics","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":[0.000476817,0.001050557,0.001062425,0.0004588435,0.0002123168,0.0003178212,0.002636714,0.0007380264,0.7947544],"category_scores_gemma":[0.001119995,0.001094203,0.0003659039,0.0006572327,0.0003063335,0.0006904408,0.002035894,0.001482667,0.9996929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571213,"about_ca_system_score_gemma":0.0005339589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006743492,"about_ca_topic_score_gemma":0.0003070276,"domain_scores_codex":[0.9950361,0.0003127143,0.0008005613,0.001576902,0.001265259,0.001008485],"domain_scores_gemma":[0.994494,0.000147964,0.0006442027,0.003767128,0.0001547062,0.0007920567],"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":[0.0001883923,0.0001823058,0.000002044824,0.0002692167,0.0003038005,0.001170598,0.00001988584,0.000002962618,0.0001242035,0.00003652248,0.9976166,0.00008342536],"study_design_scores_gemma":[0.001054369,0.00009156753,0.00001402881,0.0001498826,0.0006356803,0.00006635482,0.00004610528,0.00001736278,0.00004703057,0.00002185586,0.9966844,0.001171318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001457123,1.215908e-7,0.00001216424,0.000002255911,0.001435817,0.000698493,0.9964622,0.0005315831,0.0008558618],"genre_scores_gemma":[0.000001191462,0.0002450076,0.0004289155,0.001391073,0.001390432,0.00008433827,0.9955446,0.0002705033,0.0006439754],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2049385,"threshold_uncertainty_score":0.9991508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448858850477659,"score_gpt":0.2544099149440247,"score_spread":0.2299213264392481,"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."}}