{"id":"W4392077384","doi":"","title":"Integrated process conception to produce a soluble protein extract from Tetraselmis chui with low color for food application","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"","keywords":"Process (computing); Tetraselmis; Food science; Chemistry; Computer science; Biochemical engineering; Biology; Botany; Engineering; Algae","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":[],"consensus_categories":[],"category_scores_codex":[0.000928569,0.0001625215,0.000145285,0.00006325561,0.0002332271,0.00009216838,0.0004035198,0.000107653,0.0000172247],"category_scores_gemma":[0.000493949,0.000153924,0.0000526274,0.0005494994,0.00008085951,0.00001488817,0.00008130123,0.00008466074,0.00003662769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001968575,"about_ca_system_score_gemma":0.0001733975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000251377,"about_ca_topic_score_gemma":0.00241644,"domain_scores_codex":[0.9984738,0.0003124243,0.0002250556,0.0005916261,0.0001296731,0.0002673729],"domain_scores_gemma":[0.9977423,0.00008233959,0.0001520418,0.0007746549,0.001123077,0.0001255786],"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":[0.00005822457,0.0001996687,0.0001889945,0.00003521167,0.00002551523,9.082074e-8,0.0006264807,0.00003872627,0.9813525,0.001754338,0.001495992,0.01422427],"study_design_scores_gemma":[0.0005490764,0.000004893623,0.001033046,0.0001342512,0.00001767134,0.000001042748,0.0001356806,0.00160923,0.9046356,0.0002612243,0.09141114,0.0002071399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8008152,0.00008376091,0.1943687,0.002285962,0.00002479512,0.001628011,0.0002526538,0.0001009764,0.0004399488],"genre_scores_gemma":[0.9743081,0.00002457623,0.01857417,0.00008473251,0.00005296277,0.001766997,0.00212747,0.00003640106,0.003024539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1757945,"threshold_uncertainty_score":0.6276838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008455787209363092,"score_gpt":0.2290185887173465,"score_spread":0.2205628015079834,"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."}}