{"id":"W4398861677","doi":"10.7910/dvn/v1rjpf/pmy7gs","title":"ykc20160411_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":[0.001501444,0.003913595,0.002604281,0.005264232,0.001498192,0.005367673,0.005206075,0.004215928,0.2927493],"category_scores_gemma":[0.01013706,0.001263462,0.002069291,0.00958452,0.000954212,0.003198882,0.004194987,0.002572776,0.3662878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394876,"about_ca_system_score_gemma":0.00316583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03648474,"about_ca_topic_score_gemma":0.05279342,"domain_scores_codex":[0.9986467,0.0002688381,0.0001276719,0.0004358233,0.0002352144,0.0002858101],"domain_scores_gemma":[0.9965616,0.001053607,0.0002758741,0.0008426561,0.0008389595,0.0004272846],"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":[0.00003667911,0.000007969066,0.0001688129,0.0005481057,0.00002017793,0.000007928699,0.00001531596,0.0001172605,0.00004666542,0.0003326792,0.9980901,0.0006082602],"study_design_scores_gemma":[0.0003497359,0.0000196168,0.00128282,0.0004352108,0.00003496346,0.00003135498,0.00008078605,0.0002863846,0.0002480528,0.001876537,0.995314,0.00004049919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002760817,0.00004971826,0.00002736692,0.00006836874,0.00002754119,0.000004774667,0.9989148,0.0003701365,0.0005096917],"genre_scores_gemma":[0.000179784,0.00005841371,0.0001173257,0.00007942045,0.00001145593,0.00004550748,0.9986269,0.000191635,0.0006894571],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7072507,"threshold_uncertainty_score":0.979344,"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."}}