{"id":"W4398993845","doi":"10.7910/dvn/v1rjpf/dn6ucw","title":"ykc20160731_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":[0.001490581,0.003887424,0.002624504,0.005231742,0.001506465,0.00533194,0.00526187,0.004206288,0.2965373],"category_scores_gemma":[0.01008927,0.001270051,0.002063705,0.009569066,0.0009540061,0.003175151,0.004160485,0.002559793,0.3699554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002407392,"about_ca_system_score_gemma":0.003201474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0371963,"about_ca_topic_score_gemma":0.05417132,"domain_scores_codex":[0.9986475,0.0002666971,0.0001280093,0.0004369081,0.0002357496,0.0002852431],"domain_scores_gemma":[0.9965643,0.001048165,0.0002752415,0.0008356078,0.0008511551,0.0004254015],"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":[0.00003630518,0.000007865868,0.0001651734,0.0005465256,0.00001992468,0.000007766957,0.00001496843,0.0001139697,0.00004659201,0.0003259278,0.9981152,0.0005997978],"study_design_scores_gemma":[0.000354787,0.00001933005,0.001277196,0.0004328853,0.00003512559,0.00003074855,0.00007951416,0.0002836843,0.0002506587,0.001851799,0.9953435,0.00004071226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002718338,0.00004932852,0.00002746802,0.00006766984,0.00002731341,0.000004802353,0.9989156,0.0003677724,0.0005128895],"genre_scores_gemma":[0.0001767107,0.00005792305,0.0001181325,0.00007868165,0.00001122229,0.00004622038,0.9986242,0.000191818,0.0006950979],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7034627,"threshold_uncertainty_score":0.992016,"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."}}