{"id":"W4399014512","doi":"10.7910/dvn/v1rjpf/y2hqjv","title":"ykc20160209_03.txt.gz","year":2020,"lang":"ru","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":[0.001502944,0.003889537,0.002695997,0.005600181,0.001518066,0.005456308,0.004942784,0.003959887,0.3168801],"category_scores_gemma":[0.009980535,0.001292097,0.001806368,0.009973616,0.0009129781,0.003355959,0.004226445,0.002495863,0.3999235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002310248,"about_ca_system_score_gemma":0.002901955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02877514,"about_ca_topic_score_gemma":0.03831427,"domain_scores_codex":[0.9986231,0.0002715554,0.0001237754,0.0004355384,0.0002451871,0.0003007814],"domain_scores_gemma":[0.9963866,0.001067004,0.0002873494,0.000952795,0.0008646904,0.0004415602],"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":[0.00003727122,0.000007494603,0.0001651162,0.0004507335,0.00001669531,0.000007048428,0.0000137305,0.00009691604,0.00004714625,0.0003169982,0.9982253,0.0006155205],"study_design_scores_gemma":[0.0003311032,0.00002060785,0.001382682,0.0003754555,0.00002914101,0.00002762538,0.00007593421,0.0002704551,0.0002707206,0.001734804,0.9954425,0.00003898822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002592713,0.00004007641,0.00002531454,0.00006028938,0.00002423246,0.000004625936,0.9988771,0.0004162495,0.0005261328],"genre_scores_gemma":[0.0001870485,0.00004735586,0.0001026376,0.000065318,0.00001147141,0.00004487185,0.9986714,0.000219947,0.0006499504],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6831199,"threshold_uncertainty_score":0.9743876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439601764793514,"score_gpt":0.2528007454762865,"score_spread":0.2284047278283514,"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."}}