{"id":"W6949773183","doi":"10.5281/zenodo.4164995","title":"One Shot Keto","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shot (pellet); Dispose pattern; One shot; Reduction (mathematics); Table (database)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005526411,0.0006831426,0.000660927,0.001062751,0.001312243,0.00141581,0.001009947,0.001746809,0.3497676],"category_scores_gemma":[0.001689301,0.0002953128,0.001127118,0.0005528975,0.0005783254,0.001460524,0.001748842,0.001837248,0.1379335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215158,"about_ca_system_score_gemma":0.0008799638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003054115,"about_ca_topic_score_gemma":0.006817563,"domain_scores_codex":[0.9994596,0.00006064982,0.00002958812,0.0001027708,0.0002694919,0.00007799387],"domain_scores_gemma":[0.999455,0.0001064019,0.00005724321,0.00006921661,0.0001524713,0.0001595998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002362917,0.001068634,0.0009101706,0.002424873,0.0000856844,0.0004440864,0.0002379409,0.00005963644,0.007438836,0.003779828,0.4481532,0.5330342],"study_design_scores_gemma":[0.0002535431,0.0008368426,0.002709216,0.000626052,0.00007573589,0.001250435,0.0002678904,0.00008732067,0.004323157,0.001617951,0.9878974,0.00005444615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0296613,0.03457401,0.01055167,0.01095333,0.009702373,0.001308244,0.01417209,0.007837443,0.8812395],"genre_scores_gemma":[0.07207112,0.02666705,0.0114003,0.009740072,0.001130013,0.000559172,0.007612056,0.001236565,0.8695837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6502324,"threshold_uncertainty_score":0.9274775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.27145465462454,"score_gpt":0.4030970464806108,"score_spread":0.1316423918560707,"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."}}