{"id":"W4398961302","doi":"10.7910/dvn/v1rjpf/p8ywvz","title":"ykc20160622_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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001486297,0.003997807,0.002625377,0.005208461,0.001515407,0.005348748,0.005328441,0.004238384,0.2850347],"category_scores_gemma":[0.009872982,0.001254493,0.00208091,0.009372943,0.0009668695,0.003199351,0.004190535,0.00258099,0.3670713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395329,"about_ca_system_score_gemma":0.003191794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03701628,"about_ca_topic_score_gemma":0.05377308,"domain_scores_codex":[0.9986435,0.0002670921,0.0001271145,0.0004401114,0.0002371066,0.0002850929],"domain_scores_gemma":[0.996667,0.0009945025,0.0002662144,0.0008263804,0.0008277083,0.0004181878],"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":[0.00003567474,0.000007989756,0.0001600392,0.0005278289,0.00001963782,0.000007835474,0.00001469667,0.0001123405,0.00004778627,0.0003106286,0.9981614,0.0005941984],"study_design_scores_gemma":[0.0003525822,0.00002039897,0.001279123,0.000426814,0.00003568303,0.00003191329,0.00008135958,0.0002958812,0.0002634892,0.001850675,0.9953206,0.00004134766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002911474,0.00005109825,0.00002852515,0.00006972929,0.00002874622,0.000005021935,0.9988803,0.000390625,0.0005168485],"genre_scores_gemma":[0.0001756667,0.00005662154,0.0001159667,0.00007796295,0.00001123705,0.00004571891,0.9986462,0.000186181,0.0006845304],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7149653,"threshold_uncertainty_score":0.953536,"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."}}