{"id":"W4386988865","doi":"10.51161/conais2023/20979","title":"DETECÇÃO DE LACTOSE EM FORMULAÇÕES ALIMENTÍCIAS COMERCIAIS UTILIZANDO UM BIOSSENSOR À BASE DE LECTINA DO COGUMELO AGARICUS BISPORUS","year":2023,"lang":"pt","type":"article","venue":"","topic":"Healthcare Regulation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004999948,0.000885552,0.001182945,0.001198139,0.002445962,0.0001524322,0.0005604512,0.001700233,0.002668818],"category_scores_gemma":[0.001524184,0.0008458782,0.0004211274,0.003355998,0.0001338672,0.0004251045,0.0004893029,0.001785346,0.005102936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002236494,"about_ca_system_score_gemma":0.003008964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005648557,"about_ca_topic_score_gemma":0.01200569,"domain_scores_codex":[0.9887539,0.003017041,0.002076901,0.001205867,0.001018984,0.00392732],"domain_scores_gemma":[0.9924716,0.003162551,0.0008038983,0.001342179,0.000526228,0.001693481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002046733,0.001624275,0.4297315,0.008277314,0.0008730696,0.00144486,0.09076313,0.0003278291,0.01028225,0.005761045,0.1702372,0.2786308],"study_design_scores_gemma":[0.01069987,0.001540588,0.7288819,0.003336919,0.0007747021,0.0001453323,0.08737107,0.07131381,0.01499464,0.003121998,0.0747076,0.003111605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967357,0.001191892,0.00213342,0.0183812,0.002206037,0.004071731,0.0002903535,0.00181122,0.002557077],"genre_scores_gemma":[0.9712168,0.001412016,0.0008897272,0.003584057,0.000608117,0.000284452,0.0002341423,0.0002708399,0.02149983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2991504,"threshold_uncertainty_score":0.9995958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234876827696172,"score_gpt":0.4418859792721467,"score_spread":0.3183982965025295,"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."}}