{"id":"W4398797727","doi":"10.7910/dvn/v1rjpf/2gnavm","title":"ykc20170203_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":["insufficient_payload"],"category_scores_codex":[0.001497307,0.004042882,0.002645651,0.005368042,0.001523235,0.00541322,0.005304046,0.004326734,0.2990712],"category_scores_gemma":[0.01002151,0.001301396,0.002022762,0.009365352,0.0009491497,0.003322379,0.004106278,0.002599552,0.3699754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00241246,"about_ca_system_score_gemma":0.003202171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03659241,"about_ca_topic_score_gemma":0.05100026,"domain_scores_codex":[0.9986742,0.0002662475,0.0001221528,0.0004205421,0.0002360891,0.0002808259],"domain_scores_gemma":[0.9965854,0.001062976,0.0002624293,0.000829198,0.0008325609,0.0004274399],"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":[0.00003771882,0.000008361229,0.0001686473,0.0005234276,0.00001950602,0.000008182465,0.0000150194,0.0001172415,0.0000472166,0.0003282869,0.998145,0.0005814747],"study_design_scores_gemma":[0.0003765057,0.00002026988,0.001317095,0.0004164685,0.00003455259,0.00003154223,0.00008025914,0.000319478,0.000260592,0.001876038,0.9952253,0.00004186593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002732261,0.00004632038,0.00002741289,0.00006717353,0.00002673865,0.000004922248,0.9988766,0.0004036648,0.000519887],"genre_scores_gemma":[0.0001766942,0.00005342569,0.0001133657,0.00007366545,0.00001119586,0.0000450726,0.9986777,0.0001984288,0.0006505274],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7009288,"threshold_uncertainty_score":0.9997899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663077306435538,"score_gpt":0.2585204523556082,"score_spread":0.2318896792912528,"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."}}