{"id":"W4281763328","doi":"10.1016/j.heliyon.2022.e09696","title":"Nutritional properties of wild and fattening mud crab (Scylla serrata) in the south-eastern district of Bangladesh","year":2022,"lang":"en","type":"article","venue":"Heliyon","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scylla serrata; Proximate; Biology; Animal science; Nutrient; Crustacean; Fishery; Veterinary medicine; Toxicology; Food science; Ecology; Medicine","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":[0.0002087579,0.00004938547,0.00008939338,0.00002268804,0.00008870925,0.00000277881,0.0001267154,0.00002820264,0.0006206065],"category_scores_gemma":[0.00001467538,0.000035835,0.00001931697,0.0001066366,0.0001968774,0.00003598558,0.0001726391,0.0001119253,0.000007963507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002206936,"about_ca_system_score_gemma":0.000004952802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003938367,"about_ca_topic_score_gemma":0.00009053249,"domain_scores_codex":[0.9994292,0.0001059139,0.0001321173,0.0001187043,0.0001056827,0.000108391],"domain_scores_gemma":[0.9998143,0.00003168796,0.00005553114,0.00008416103,0.000002390574,0.00001197225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009832368,0.0001076433,0.9809417,0.00005690819,0.000005094511,0.000006106607,0.002853558,0.0002942391,0.0150416,0.00008752326,0.0002456561,0.0002616482],"study_design_scores_gemma":[0.000574672,0.0002552166,0.987129,0.00003609525,0.00000920922,0.00004127183,0.006515552,0.0003183951,0.001707177,0.0001067776,0.003204854,0.000101819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982859,0.0005192745,0.000006879376,0.0004608611,0.00003510927,0.0001067301,0.0000255901,0.000003288095,0.0005563474],"genre_scores_gemma":[0.9995905,0.00003256618,0.00002749539,0.0001816552,0.000009742274,0.00002003719,0.000008047396,0.000002654367,0.0001273136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333442,"threshold_uncertainty_score":0.6795205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945103791885693,"score_gpt":0.2068551517818117,"score_spread":0.1874041138629547,"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."}}