{"id":"W4398811459","doi":"10.7910/dvn/v1rjpf/po39t0","title":"snk20160414_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":[0.001562258,0.003703065,0.002586944,0.005283706,0.001451439,0.005153107,0.005168521,0.004002081,0.2860911],"category_scores_gemma":[0.01080735,0.001255812,0.002166107,0.009260861,0.0009319778,0.003105936,0.004104203,0.002503954,0.347731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362044,"about_ca_system_score_gemma":0.003013456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03250502,"about_ca_topic_score_gemma":0.05308503,"domain_scores_codex":[0.9985505,0.0002860975,0.0001495472,0.0004666193,0.0002610299,0.0002862724],"domain_scores_gemma":[0.996393,0.001173028,0.0003052695,0.0008625171,0.0008504789,0.0004156811],"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":[0.00003522673,0.00000788948,0.0001952722,0.0005625011,0.00002365679,0.00000821187,0.00001514452,0.0001221933,0.00004119801,0.0003284365,0.9979924,0.0006679819],"study_design_scores_gemma":[0.0003437578,0.00002074973,0.001399662,0.0004578841,0.00004185234,0.00003707975,0.00007746472,0.0003143464,0.0002421409,0.002194745,0.9948301,0.00004033961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003175608,0.00005317687,0.00003089345,0.00007412657,0.00003106605,0.000005058409,0.9988292,0.0003876938,0.0005571111],"genre_scores_gemma":[0.000208213,0.00006195711,0.0001290104,0.00008959742,0.00001407584,0.00005058789,0.9984408,0.0002011571,0.0008045888],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7139089,"threshold_uncertainty_score":0.9570701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483957251572318,"score_gpt":0.2549648595361587,"score_spread":0.2301252870204355,"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."}}