{"id":"W4398850846","doi":"10.7910/dvn/v1rjpf/xuqcbo","title":"ykc20160407_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":[0.001529902,0.003944701,0.002616211,0.005226577,0.001501275,0.005370097,0.00530195,0.004233886,0.2908696],"category_scores_gemma":[0.0102921,0.001272852,0.002102966,0.009469285,0.0009725082,0.003204751,0.00419251,0.002593708,0.3662885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239426,"about_ca_system_score_gemma":0.003206602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03644362,"about_ca_topic_score_gemma":0.05304212,"domain_scores_codex":[0.9986132,0.0002777046,0.0001305568,0.0004473615,0.0002412477,0.0002898188],"domain_scores_gemma":[0.9965087,0.001065633,0.0002791298,0.0008602315,0.0008521666,0.0004341356],"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":[0.00003631739,0.000007876735,0.0001642728,0.0005357966,0.0000200404,0.000007639936,0.00001460388,0.0001136587,0.00004530302,0.0003211597,0.9981387,0.0005946468],"study_design_scores_gemma":[0.0003634967,0.00001992231,0.001279455,0.0004330843,0.00003563873,0.00003124467,0.00007953255,0.0002950045,0.0002499878,0.001886589,0.9952851,0.00004100448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002794765,0.00005004943,0.00002781619,0.00007021853,0.00002825655,0.000004948655,0.9988951,0.0003813856,0.000514329],"genre_scores_gemma":[0.0001809149,0.00005821473,0.0001184946,0.00008057663,0.00001172466,0.00004709169,0.9986231,0.0001942559,0.0006857311],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7091304,"threshold_uncertainty_score":0.9730557,"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."}}