{"id":"W7120814514","doi":"","title":"Use of artificial saliva during the instrumental analysis of texture of expanded snacks for correlating with sensory analysis","year":2021,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Saliva; Texture (cosmology); Sensory analysis; Snack food; Chewing gum","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008425204,0.000603141,0.002071653,0.0006384513,0.000724656,0.0001578288,0.0005407055,0.0007479097,0.0001903081],"category_scores_gemma":[0.001544218,0.0003102299,0.001714941,0.005533474,0.00009775197,0.000223033,0.0001123972,0.0005715596,2.482495e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670037,"about_ca_system_score_gemma":0.0002007772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003707672,"about_ca_topic_score_gemma":0.003804557,"domain_scores_codex":[0.9942154,0.001141065,0.001977097,0.0009706473,0.001145653,0.0005501237],"domain_scores_gemma":[0.9922487,0.002978198,0.002494356,0.0004493369,0.001582044,0.0002474102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006288062,0.003283824,0.06048063,0.001363592,0.0569304,0.0001023737,0.01036876,0.02070981,0.4908691,0.3257999,0.00002796691,0.02377552],"study_design_scores_gemma":[0.001575759,0.001003946,0.7222983,0.001005687,0.06623054,0.0001341025,0.04277677,0.07970037,0.07502513,0.0002111854,0.0079485,0.00208974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926791,0.0002108699,0.003883302,0.0005233716,0.0002143855,0.0005616877,0.001416281,0.00002750112,0.0004834928],"genre_scores_gemma":[0.991245,0.00009126328,0.004866493,0.0000207671,0.0001514669,0.00007129376,0.003194597,0.00001268787,0.0003464542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6618177,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.044330970531007,"score_gpt":0.2811295525543169,"score_spread":0.2367985820233099,"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."}}