{"id":"W6949755961","doi":"10.5281/zenodo.3541268","title":"NPA_ref6199","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Set (abstract data type); Identification (biology)","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":[0.001133799,0.002057598,0.00369363,0.0100313,0.00430346,0.01111249,0.004759148,0.005383498,0.9185776],"category_scores_gemma":[0.007587445,0.001734121,0.002141996,0.013329,0.001260283,0.00757736,0.004217246,0.002946811,0.8736264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004493083,"about_ca_system_score_gemma":0.00669581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189982,"about_ca_topic_score_gemma":0.01110649,"domain_scores_codex":[0.9981163,0.0001055039,0.0002357341,0.000293691,0.00103118,0.000217764],"domain_scores_gemma":[0.9941775,0.0007050126,0.0002484203,0.0006103619,0.003354333,0.0009044636],"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":[0.00004147292,0.000030698,0.00007307791,0.001010029,0.00001138985,0.00007012943,0.000016615,0.00004617484,0.0002397927,0.001952638,0.9801072,0.01640087],"study_design_scores_gemma":[0.00003896136,0.00001425794,0.0005939394,0.0003271485,0.00001137407,0.00009833962,0.00002063253,0.00004141546,0.0002178489,0.001276693,0.9973406,0.00001866599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003941633,0.003722676,0.001180058,0.003998006,0.03066034,0.0005196464,0.2604818,0.004298247,0.6947451],"genre_scores_gemma":[0.004591714,0.006395045,0.002803427,0.00314464,0.005690708,0.0006603844,0.3037778,0.00355202,0.6693842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08142239,"threshold_uncertainty_score":0.1161392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355357641496787,"score_gpt":0.2127975049792689,"score_spread":0.179243928564301,"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."}}