{"id":"W6892501669","doi":"10.5281/zenodo.10041917","title":"VALIDATION OF LAMP ASSAY FOR KLEBSIELLA AEROGENES DETECTION IN THREE VEGETABLE SPECIES","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Enterobacter aerogenes; DNA extraction; Isolation (microbiology); DNA; Nucleic acid; Extraction (chemistry)","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":[0.002241909,0.001189472,0.001123448,0.001160781,0.0006772233,0.001207152,0.0009731302,0.001396198,0.0005277643],"category_scores_gemma":[0.002529166,0.0008602476,0.001098653,0.001019739,0.000729243,0.0004766958,0.0008433612,0.0007810471,0.0007313615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433946,"about_ca_system_score_gemma":0.0005727338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283686,"about_ca_topic_score_gemma":0.003156418,"domain_scores_codex":[0.9958688,0.001117297,0.0004456445,0.0009558009,0.001329172,0.0002833051],"domain_scores_gemma":[0.9983035,0.0006121575,0.0002207431,0.0001479401,0.0006135994,0.0001020079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001032908,0.0001298151,0.001734608,0.0001414884,0.00001608565,0.00004779103,0.0001352122,0.0002448764,0.995913,0.00002421502,0.00003034125,0.001479358],"study_design_scores_gemma":[0.00002281575,0.001623461,0.01069649,0.00007633873,0.0001382109,0.000400742,0.0002791593,0.002172165,0.9824025,0.00006557079,0.002073162,0.00004945948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641805,0.001749628,0.03072966,0.0001919666,0.000129241,0.000574986,0.0009218216,0.0002790949,0.001243198],"genre_scores_gemma":[0.8938866,0.002450703,0.09437931,0.0002164329,0.00003969715,0.001061808,0.004925262,0.0001613616,0.002878858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002283686,"threshold_uncertainty_score":0.0118565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501267507895071,"score_gpt":0.2226622271386007,"score_spread":0.18764955205965,"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."}}