{"id":"W4398875920","doi":"10.7910/dvn/v1rjpf/sejbpy","title":"ykc20170421_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":[0.001512055,0.003942393,0.002633185,0.005263675,0.001499292,0.005350689,0.005271518,0.004218237,0.2920035],"category_scores_gemma":[0.01022178,0.001287515,0.0020923,0.009516601,0.0009582791,0.003175142,0.004173616,0.002546128,0.3665408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380249,"about_ca_system_score_gemma":0.003247254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03695282,"about_ca_topic_score_gemma":0.05284033,"domain_scores_codex":[0.9986395,0.000270401,0.0001265803,0.0004399502,0.0002364718,0.0002871073],"domain_scores_gemma":[0.9965071,0.001080519,0.0002780168,0.0008506745,0.000853323,0.0004304431],"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":[0.00003763239,0.000007946678,0.0001714883,0.0005604908,0.0000208639,0.000008103243,0.00001546762,0.0001193136,0.00004838084,0.0003318278,0.998073,0.0006055491],"study_design_scores_gemma":[0.0003641076,0.00001967679,0.001291935,0.0004341785,0.00003622299,0.00003138012,0.00007917663,0.0002879707,0.00025327,0.001871106,0.9952897,0.00004130031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002736368,0.00004945278,0.00002764671,0.00006638846,0.00002681917,0.00000475985,0.9989291,0.0003734335,0.0004950106],"genre_scores_gemma":[0.0001770929,0.00005778499,0.0001175121,0.00007803165,0.00001123283,0.00004622909,0.9986333,0.0001957279,0.0006831217],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7079965,"threshold_uncertainty_score":0.976849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616028042160323,"score_gpt":0.2581005158529288,"score_spread":0.2319402354313255,"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."}}