{"id":"W4398961294","doi":"10.7910/dvn/v1rjpf/pgboak","title":"blc20161015_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":[0.001781572,0.003631246,0.002702186,0.005777608,0.001528764,0.005952378,0.005273524,0.004321308,0.3337325],"category_scores_gemma":[0.01221329,0.00134076,0.001976208,0.0106211,0.0009339227,0.003472541,0.00426537,0.002693509,0.3963275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649968,"about_ca_system_score_gemma":0.003272578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03625343,"about_ca_topic_score_gemma":0.05249775,"domain_scores_codex":[0.9984555,0.0003246018,0.0001436982,0.0004745741,0.0002859031,0.0003157845],"domain_scores_gemma":[0.9957926,0.001301878,0.0003551391,0.001018874,0.001021354,0.0005100485],"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":[0.00003418624,0.000006793855,0.000148128,0.0004991672,0.00001830065,0.000006028668,0.00001259772,0.00009511641,0.00003561692,0.000337873,0.9982243,0.0005818235],"study_design_scores_gemma":[0.0003195666,0.00001700443,0.001111558,0.0004337399,0.00003120092,0.00002505835,0.00006568129,0.0002403732,0.0002001844,0.001922252,0.995598,0.0000354095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002111759,0.00004983318,0.00002588042,0.00008045034,0.00002674826,0.000004410419,0.9988413,0.0003704773,0.0005797713],"genre_scores_gemma":[0.0001820265,0.00006240084,0.0001173162,0.0001011903,0.00001399481,0.00004787853,0.9984608,0.0002213562,0.000793135],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6662675,"threshold_uncertainty_score":0.9503497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468480603603572,"score_gpt":0.2545002110418218,"score_spread":0.2298154050057861,"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."}}