{"id":"W4407118042","doi":"10.15835/agrisp.v109i1-2.13198","title":"SEASONAL VARIATION IN MACRO-MICRONUTRIENT COMPOSITIONS OF THE FLESH AND SHELL OF THE PORTUNID CRAB Callinectes amnicola (De Rochebrune, 1883) FROM THE COASTAL WATERS OF SOUTHWEST NIGERIA","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Callinectes; Flesh; Fishery; Micronutrient; Macro; Biology; Geography; Crustacean; 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":[0.0006348591,0.0001330775,0.0003913398,0.00002298637,0.0002227338,0.00005139208,0.001077697,0.0001074627,0.0007566516],"category_scores_gemma":[0.0001109209,0.00004415207,0.0001272112,0.0003237557,0.0004068824,0.0001828419,0.0006842692,0.0002133295,8.595372e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001657265,"about_ca_system_score_gemma":0.00004098198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468868,"about_ca_topic_score_gemma":0.00468522,"domain_scores_codex":[0.998632,0.0003477652,0.0004767936,0.0001883643,0.0001741548,0.0001809223],"domain_scores_gemma":[0.9984416,0.0006527875,0.000607145,0.0001147806,0.0001419201,0.00004171794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008170861,0.00009741582,0.603676,0.000007341032,0.00005970201,3.144606e-7,0.0002246199,0.00002627362,0.3951204,0.00003982144,0.0005551072,0.0001112415],"study_design_scores_gemma":[0.0002295545,0.00002159288,0.9752076,0.0001172486,0.00003738345,0.000002412456,0.0004593566,0.00002273158,0.02212513,0.001471186,0.0002250803,0.00008070801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961852,0.001039213,0.000001130373,0.00156656,0.0001880397,0.0003568557,0.0004359757,0.000003152971,0.0002238981],"genre_scores_gemma":[0.998724,0.0008153695,0.00001437562,0.0003363856,0.00003779738,0.000008696471,0.00002149551,0.000001533287,0.00004035831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3729953,"threshold_uncertainty_score":0.8284804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07516576387649837,"score_gpt":0.3895547961903437,"score_spread":0.3143890323138454,"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."}}