{"id":"W4399000574","doi":"10.7910/dvn/v1rjpf/4aycux","title":"ykc20171029_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":[0.001487611,0.003845025,0.002644151,0.005468084,0.001521464,0.005527783,0.005236966,0.004168655,0.3084579],"category_scores_gemma":[0.01023885,0.001294342,0.002091593,0.01016483,0.0009512981,0.003221501,0.00427541,0.002558519,0.3684708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002442097,"about_ca_system_score_gemma":0.003310394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03918859,"about_ca_topic_score_gemma":0.05497383,"domain_scores_codex":[0.9986514,0.0002626012,0.0001298341,0.000435265,0.000232367,0.000288414],"domain_scores_gemma":[0.996511,0.001062765,0.0002873088,0.0008388875,0.0008719706,0.0004279976],"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":[0.00003758318,0.000007491761,0.0001728884,0.0005884811,0.00002124651,0.000007999893,0.00001590022,0.0001132669,0.0000470095,0.000357979,0.9980275,0.0006025836],"study_design_scores_gemma":[0.0003478094,0.0000179947,0.001267891,0.0004444532,0.00003535108,0.0000287937,0.0000782994,0.0002463571,0.0002259172,0.001797649,0.9954697,0.00003979329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002398877,0.00004554901,0.0000247423,0.00006307116,0.00002590344,0.000004509743,0.9989836,0.0003328925,0.0004957383],"genre_scores_gemma":[0.0001709598,0.00005889412,0.0001122569,0.00007924889,0.00001138031,0.00004604547,0.9986265,0.0001932915,0.0007014541],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6915421,"threshold_uncertainty_score":0.9864009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627407798587229,"score_gpt":0.2583209340760391,"score_spread":0.2320468560901668,"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."}}