{"id":"W4416756480","doi":"","title":"Evaluating standard procedures for instrumental textural analysis of steamed potato: Relationship with sensory parameters","year":2024,"lang":"en","type":"article","venue":"Agritrop (Cirad)","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linear discriminant analysis; Organoleptic; Sensory analysis; Moisture; Preference test; Texture (cosmology)","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":[0.0004834092,0.0001534718,0.0002876323,0.00008625987,0.0001670878,0.0001225601,0.0001830479,0.00007282959,0.00008425863],"category_scores_gemma":[0.0002480565,0.00005562488,0.0001851097,0.001015705,0.0001130815,0.0001715509,0.00003837908,0.0001810835,0.000007094101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007716568,"about_ca_system_score_gemma":0.00006142884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002239505,"about_ca_topic_score_gemma":0.001148705,"domain_scores_codex":[0.9983112,0.0001183458,0.0002854595,0.0003768647,0.0005600199,0.0003480867],"domain_scores_gemma":[0.9984044,0.001250036,0.00008167185,0.00006539345,0.0001022561,0.00009618873],"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":[0.002189136,0.0001744584,0.2963017,0.0004249841,0.002985804,0.00004773503,0.001145361,0.001151755,0.5093937,0.003316355,0.001376861,0.1814922],"study_design_scores_gemma":[0.0008102649,0.003468992,0.9446036,0.0003092851,0.001537747,0.00006029776,0.003212607,0.02290053,0.01987188,0.001380802,0.001152896,0.0006911012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976798,0.000266711,0.00002182001,0.0006482129,0.0000402871,0.000504611,0.0005861935,0.00007822902,0.0001741573],"genre_scores_gemma":[0.9976937,0.0000118832,0.001529512,0.00003199652,0.0000478896,0.00005741841,0.000343882,0.000002088532,0.0002816256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.648302,"threshold_uncertainty_score":0.2268317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08638003212027122,"score_gpt":0.3424125698931625,"score_spread":0.2560325377728913,"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."}}