{"id":"W2084050109","doi":"10.5539/ijb.v2n2p107","title":"Proximate Composition and Profiles of Amino Acids and Fatty Acids in the Muscle of Adult Males and Females of Commercially Viable Prawn Species Macrobrachium rosenbergii Collected from Natural Culture Environments","year":2010,"lang":"en","type":"article","venue":"International Journal of Biology","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prawn; Valine; Amino acid; Biology; Methionine; Macrobrachium rosenbergii; Polyunsaturated fatty acid; Isoleucine; Leucine; Proximate; Biochemistry; Food science; Phenylalanine; Essential amino acid; Macrobrachium; Palmitic acid; Fish meal; Fatty acid; Fishery; Decapoda; Crustacean; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001206254,0.00008499606,0.0002084032,0.00002883089,0.00004040314,0.00001781785,0.0001752065,0.00009731796,0.00002566968],"category_scores_gemma":[0.00004180696,0.00003268369,0.00003860292,0.00006003771,0.0003637421,0.00009972429,0.00005597567,0.0001712582,1.051565e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000591911,"about_ca_system_score_gemma":0.000004986885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000681078,"about_ca_topic_score_gemma":0.0003257914,"domain_scores_codex":[0.9992644,0.00009889405,0.0003322631,0.00009559068,0.0001368704,0.0000719626],"domain_scores_gemma":[0.9992902,0.0001444009,0.0003731259,0.00002165607,0.0001465421,0.00002405071],"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":[0.0001506276,0.0001076579,0.2521544,0.000006303227,0.00002751817,0.000001746063,0.0003349521,1.3806e-7,0.7455822,0.0007291897,0.00002666173,0.0008787001],"study_design_scores_gemma":[0.0005082302,0.0002829526,0.9077499,0.00004822928,0.00001206337,0.00004803878,0.0005596772,0.00001765525,0.08929741,0.0008767366,0.0005482156,0.00005087868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976379,0.0002588296,0.000005647901,0.001561916,0.00009138611,0.0001040348,0.0002707698,0.000001500247,0.00006805886],"genre_scores_gemma":[0.9984064,0.0003743787,0.0008904414,0.0001056897,0.0001076844,0.000001809546,0.00009725629,6.469375e-7,0.00001569039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6562847,"threshold_uncertainty_score":0.1340223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047998378570848,"score_gpt":0.2339231446838895,"score_spread":0.223443160898181,"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."}}