{"id":"W4398916421","doi":"10.7910/dvn/v1rjpf/4rp8hh","title":"ykc20160806_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":[0.001551868,0.004021197,0.002612717,0.005252793,0.001501517,0.005310802,0.005365283,0.004222016,0.2834702],"category_scores_gemma":[0.01026694,0.00127189,0.002130066,0.009426551,0.0009886189,0.003222535,0.004219139,0.002613392,0.3668208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386056,"about_ca_system_score_gemma":0.003207048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03659212,"about_ca_topic_score_gemma":0.05376024,"domain_scores_codex":[0.9985951,0.0002812477,0.0001331401,0.0004502859,0.0002460917,0.0002942626],"domain_scores_gemma":[0.9965441,0.001021375,0.0002757872,0.000868599,0.0008593646,0.0004308115],"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":[0.00003531735,0.000007945528,0.0001563663,0.0005151185,0.00001961583,0.000007377581,0.00001419726,0.0001118119,0.00004571328,0.0003054161,0.9981893,0.000591909],"study_design_scores_gemma":[0.0003642961,0.00002066223,0.001276273,0.0004325842,0.00003604083,0.00003190691,0.00008115687,0.0003037411,0.0002632812,0.001871469,0.995277,0.00004159644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002876827,0.00005057325,0.00002879997,0.00007076423,0.00002963141,0.000005162344,0.9988803,0.0003978348,0.0005081202],"genre_scores_gemma":[0.0001764265,0.00005682943,0.0001198532,0.00007841273,0.00001174534,0.00004716833,0.9986375,0.0001905203,0.0006814084],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7165298,"threshold_uncertainty_score":0.9483022,"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."}}