{"id":"W4398870218","doi":"10.7910/dvn/v1rjpf/nijdtw","title":"ykc20160712_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":[0.001504487,0.004011019,0.002664121,0.005316107,0.00152679,0.005384177,0.005398711,0.004267252,0.2902671],"category_scores_gemma":[0.009970636,0.001286438,0.002129893,0.009612144,0.0009727177,0.003198674,0.004214275,0.002612681,0.3661615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002414897,"about_ca_system_score_gemma":0.003222252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03713804,"about_ca_topic_score_gemma":0.05363667,"domain_scores_codex":[0.9986287,0.0002693239,0.0001282304,0.000444455,0.0002385622,0.0002907382],"domain_scores_gemma":[0.996618,0.001022908,0.0002701619,0.0008357464,0.0008332809,0.0004199562],"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":[0.00003661858,0.000008021673,0.0001653457,0.0005463278,0.00002062384,0.000007871833,0.0000149831,0.0001158718,0.00004827793,0.0003248714,0.9981084,0.0006027477],"study_design_scores_gemma":[0.0003578664,0.00001995856,0.001286833,0.0004326735,0.00003661131,0.00003156002,0.00008012904,0.0002890819,0.0002601554,0.001858592,0.9953049,0.00004169301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002794832,0.00005077766,0.00002811875,0.00006839797,0.00002805128,0.000004890116,0.9988932,0.0003886714,0.0005099918],"genre_scores_gemma":[0.0001760885,0.00005830538,0.0001185594,0.00007869061,0.00001131892,0.00004614443,0.9986408,0.0001929946,0.000676965],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7097329,"threshold_uncertainty_score":0.9710401,"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."}}