{"id":"W4288855449","doi":"10.5281/zenodo.6942341","title":"Who Is Buzzing About the Prodentim?","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.001404978,0.0008150751,0.001186534,0.001071199,0.005937173,0.005097961,0.001249501,0.006830379,0.1413778],"category_scores_gemma":[0.008697818,0.0005825934,0.0006960277,0.000569079,0.002351949,0.007899022,0.003168746,0.007640525,0.05776418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370477,"about_ca_system_score_gemma":0.002105238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007906573,"about_ca_topic_score_gemma":0.01438346,"domain_scores_codex":[0.9984704,0.0003079123,0.00008941305,0.0002624865,0.0005583023,0.000311525],"domain_scores_gemma":[0.9954571,0.0002999093,0.0003257826,0.0001460452,0.001044755,0.002726527],"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":[0.00007143008,0.0001536521,0.002793669,0.0002268881,0.0000150034,0.001301639,0.002449767,0.00001052707,0.0005656151,0.001021569,0.8913847,0.1000055],"study_design_scores_gemma":[0.00001641979,0.0001645173,0.002371891,0.0007527747,0.00002315595,0.005062391,0.01499745,0.00003319237,0.0001928265,0.0008001211,0.9755241,0.00006122449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01364478,0.05352642,0.001639146,0.7567745,0.07106793,0.0002165584,0.0004281696,0.001390847,0.1013116],"genre_scores_gemma":[0.0411654,0.02977582,0.002306409,0.4609531,0.01277268,0.0001476915,0.0003146289,0.0006066778,0.4519575],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8586222,"threshold_uncertainty_score":0.4729558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525075086032618,"score_gpt":0.2553478478768594,"score_spread":0.2300970970165332,"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."}}