{"id":"W6893815548","doi":"10.5281/zenodo.4393943","title":"Advantages Of One Shot Keto","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shot (pellet); Focus (optics); One shot; Single shot; Simple (philosophy); Shot noise","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":[],"consensus_categories":[],"category_scores_codex":[0.001550882,0.0004817037,0.0006580417,0.001205942,0.0003648689,0.001893318,0.0007948368,0.001527124,0.03683466],"category_scores_gemma":[0.002353237,0.0002507204,0.0013699,0.0008891277,0.0006204451,0.002447884,0.001206146,0.00240123,0.01115137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959021,"about_ca_system_score_gemma":0.0006187995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208382,"about_ca_topic_score_gemma":0.002018905,"domain_scores_codex":[0.9992791,0.0002059531,0.00008614569,0.0001041697,0.0002649757,0.00005981427],"domain_scores_gemma":[0.9989138,0.0005937421,0.000130161,0.00007475505,0.0001972433,0.00009034007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002494374,0.0003282146,0.0005447602,0.01600733,0.0003168828,0.0006397195,0.0002511743,0.0001149021,0.004491595,0.01371603,0.06649895,0.8945962],"study_design_scores_gemma":[0.000318347,0.0009085265,0.001743325,0.003606119,0.0003679629,0.003963633,0.0002379586,0.00007296586,0.003313084,0.006733199,0.9786855,0.00004927864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007409898,0.876587,0.004655726,0.009918141,0.004038825,0.0001235891,0.001058524,0.0004914766,0.09571685],"genre_scores_gemma":[0.09082542,0.8064424,0.009222763,0.01541265,0.003880035,0.0002875398,0.001807791,0.0004507741,0.0716707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03683466,"threshold_uncertainty_score":0.1232242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09817501484268841,"score_gpt":0.2948774633446039,"score_spread":0.1967024485019155,"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."}}