{"id":"W4398828418","doi":"10.7910/dvn/v1rjpf/rkxkvf","title":"blc20160325_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":[0.001685959,0.003764446,0.002617757,0.005544809,0.001535656,0.005563875,0.005424342,0.004251221,0.3069536],"category_scores_gemma":[0.01120886,0.001317811,0.00202368,0.01028064,0.0009488532,0.003227549,0.004128853,0.00271304,0.3851296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002628458,"about_ca_system_score_gemma":0.003189764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03817044,"about_ca_topic_score_gemma":0.0561644,"domain_scores_codex":[0.9984957,0.000302985,0.0001370937,0.000473132,0.0002739897,0.0003170714],"domain_scores_gemma":[0.9961265,0.001121818,0.0003210797,0.0009853345,0.0009665737,0.0004787219],"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":[0.00003026071,0.000006857373,0.000135786,0.000425993,0.00001717171,0.000005565867,0.00001161888,0.00009484601,0.00003624642,0.000287351,0.9983822,0.0005660523],"study_design_scores_gemma":[0.0003238718,0.00001801834,0.001166889,0.0003895405,0.00003118855,0.00002576172,0.00006660592,0.0002647803,0.0002245034,0.001842021,0.9956107,0.00003619271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002492084,0.00005054223,0.00002704884,0.00008104982,0.00002933426,0.000004629882,0.9988114,0.0004061671,0.0005650605],"genre_scores_gemma":[0.0001838443,0.00005740866,0.0001178545,0.00009545121,0.00001385132,0.00004584112,0.9984961,0.0002085073,0.0007811515],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6930464,"threshold_uncertainty_score":0.9885466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420509290967424,"score_gpt":0.2538857941765737,"score_spread":0.2296807012668995,"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."}}