{"id":"W6949798906","doi":"10.5281/zenodo.3541167","title":"NPA_ref1287","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Brevibacterium; Context (archaeology); Characterization (materials science); Bacteriocin","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":[0.001106491,0.001960398,0.003203283,0.009966989,0.003988977,0.009083111,0.004424585,0.004949864,0.9237839],"category_scores_gemma":[0.007263314,0.001552853,0.002190007,0.01254538,0.00117947,0.007425297,0.004276196,0.002674649,0.8643619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003471908,"about_ca_system_score_gemma":0.005960021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154557,"about_ca_topic_score_gemma":0.01076944,"domain_scores_codex":[0.9980191,0.00011721,0.000242209,0.0002813578,0.001085905,0.0002542105],"domain_scores_gemma":[0.9944519,0.0006634558,0.0002504617,0.0004841104,0.003233721,0.0009162131],"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":[0.00004804276,0.00003740015,0.0000781518,0.001206314,0.000009387922,0.00007448172,0.00001689257,0.00003375208,0.0003427437,0.001165733,0.9776369,0.01935001],"study_design_scores_gemma":[0.00003433503,0.000016858,0.0006196734,0.0003407268,0.000008728984,0.00008738667,0.00002382025,0.00003391606,0.0002410831,0.0007395846,0.9978369,0.00001712813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004589005,0.004414167,0.001346857,0.005200892,0.04603145,0.0007092365,0.296503,0.004459732,0.6408758],"genre_scores_gemma":[0.003635388,0.005298534,0.002476488,0.003090398,0.005270935,0.0005831284,0.3010479,0.00286818,0.675729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0762161,"threshold_uncertainty_score":0.1087129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498387391305446,"score_gpt":0.2052961362261141,"score_spread":0.1803122623130597,"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."}}