{"id":"W4398931828","doi":"10.7910/dvn/v1rjpf/xeqyqt","title":"blc20170423_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":[0.001717877,0.003778186,0.002629276,0.005616171,0.001563708,0.00565696,0.005443009,0.004277484,0.3115829],"category_scores_gemma":[0.01151317,0.001352697,0.002028816,0.01046061,0.0009643417,0.00323688,0.004174436,0.002699444,0.3878324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619395,"about_ca_system_score_gemma":0.003250473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03835231,"about_ca_topic_score_gemma":0.05608293,"domain_scores_codex":[0.9984634,0.0003107427,0.0001387427,0.0004836677,0.0002813698,0.0003220455],"domain_scores_gemma":[0.9959436,0.001208608,0.0003313593,0.001023727,0.00100317,0.0004895417],"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":[0.00003195454,0.000006877308,0.00014156,0.0004320189,0.00001783862,0.000005836774,0.00001217421,0.00009584037,0.00003765571,0.000295282,0.9983612,0.000561835],"study_design_scores_gemma":[0.0003306581,0.00001763662,0.001165591,0.000383368,0.00003173683,0.00002618722,0.0000668264,0.0002574426,0.0002244063,0.001872436,0.9955871,0.00003663492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002431474,0.00004852648,0.00002711135,0.00007786018,0.00002760632,0.000004416884,0.9988393,0.0004004638,0.0005503978],"genre_scores_gemma":[0.0001778559,0.00005611256,0.0001174376,0.0000935298,0.00001339155,0.00004535089,0.99852,0.0002138368,0.0007624724],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6884171,"threshold_uncertainty_score":0.9819435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259113836988238,"score_gpt":0.2576122986388511,"score_spread":0.2317009149400273,"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."}}