{"id":"W4398852561","doi":"10.7910/dvn/v1rjpf/byz9xl","title":"ykc20160830_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":[0.001509823,0.003956993,0.002608217,0.005270493,0.001506169,0.005335553,0.005292706,0.004179516,0.2960301],"category_scores_gemma":[0.01004473,0.001275832,0.002088041,0.009535853,0.0009768165,0.003193592,0.004246252,0.002583069,0.3740591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397029,"about_ca_system_score_gemma":0.003233566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03737874,"about_ca_topic_score_gemma":0.05409011,"domain_scores_codex":[0.9986303,0.0002695335,0.0001300285,0.0004391377,0.0002398684,0.0002911804],"domain_scores_gemma":[0.9965504,0.001027196,0.0002742007,0.0008545348,0.0008650973,0.00042857],"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":[0.00003544642,0.000007805818,0.000159146,0.0005297241,0.00001947832,0.000007493328,0.00001472423,0.0001098164,0.00004688523,0.0003099018,0.9981697,0.0005899112],"study_design_scores_gemma":[0.0003497812,0.00001975528,0.00128326,0.0004271657,0.00003474826,0.0000304784,0.0000813377,0.0002821811,0.000258625,0.001794367,0.9953975,0.00004082598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002737885,0.0000479859,0.00002737924,0.00006723758,0.0000284543,0.000004900381,0.9989083,0.0003798146,0.0005086297],"genre_scores_gemma":[0.000173235,0.0000561277,0.0001150365,0.00007702249,0.00001136805,0.00004599956,0.9986303,0.000191868,0.0006990666],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.70397,"threshold_uncertainty_score":0.9903193,"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."}}