{"id":"W4398843693","doi":"10.7910/dvn/v1rjpf/gymn6w","title":"ykc20161019_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":[0.001537773,0.003759764,0.002574195,0.005352476,0.001464622,0.005512745,0.005095349,0.004124104,0.3075031],"category_scores_gemma":[0.01066496,0.00125587,0.001993589,0.009883499,0.0009326666,0.00334652,0.004204886,0.002524278,0.3663883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419664,"about_ca_system_score_gemma":0.003190286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03723918,"about_ca_topic_score_gemma":0.05268059,"domain_scores_codex":[0.9986527,0.000274343,0.0001304693,0.0004220242,0.0002404239,0.0002799863],"domain_scores_gemma":[0.9964018,0.001114486,0.0002918405,0.0008653973,0.0008788028,0.0004476486],"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":[0.00003714218,0.000007459914,0.0001708429,0.0005614897,0.00001981392,0.000007821457,0.00001491717,0.0001157125,0.00004175521,0.0003597421,0.9980666,0.0005966984],"study_design_scores_gemma":[0.0003377401,0.00001799312,0.0012072,0.0004438938,0.00003282381,0.00002875914,0.00007702727,0.0002732946,0.0002215369,0.00187158,0.9954496,0.00003852518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000242737,0.00004691774,0.00002608899,0.00006933358,0.00002636265,0.000004661338,0.9989181,0.0003529936,0.0005312992],"genre_scores_gemma":[0.0001841639,0.00006059086,0.00011642,0.00008301772,0.00001173665,0.00004623356,0.9985946,0.0002016514,0.0007015879],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6924969,"threshold_uncertainty_score":0.9877628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417920678004691,"score_gpt":0.2543576492256542,"score_spread":0.2301784424456073,"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."}}