{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890493,0.00007955483,0.00010833,0.0002615529,0.0002828878,0.0001201033,0.0001733117,0.00006128457,0.000491445],"category_scores_gemma":[0.00023404,0.00008649168,0.00004382493,0.0007376886,0.00003778541,0.0001200428,0.0000908545,0.00009745576,0.0006578272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006860989,"about_ca_system_score_gemma":8.216037e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006822639,"about_ca_topic_score_gemma":0.000002886201,"domain_scores_codex":[0.9992387,0.00005349548,0.0001909292,0.0001577706,0.0001517015,0.0002073502],"domain_scores_gemma":[0.9995879,0.00003188812,0.00003059326,0.0001497929,0.0001561945,0.00004364035],"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":[0.00006896269,0.0000651177,0.00003879126,0.0004290533,0.00006402522,0.000003502816,0.0003796793,0.02531791,0.8152446,0.002410445,0.009009448,0.1469685],"study_design_scores_gemma":[0.0005718075,0.0001785007,0.003397809,0.00004828332,0.00001796222,0.00001046423,0.0001792592,0.1181801,0.4779053,0.001154564,0.398134,0.0002218983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029343,0.00008572643,0.06465615,0.0002335578,0.0003444704,0.000739051,0.0001496059,0.001933519,0.02892361],"genre_scores_gemma":[0.998799,0.00007353661,0.00008250017,0.000004325459,0.00008054249,9.876252e-8,0.0002019703,0.0003815769,0.000376488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3891246,"threshold_uncertainty_score":0.8455257,"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."}}