{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005300078,0.0001958169,0.0001629951,0.0006500701,0.0003604127,0.0003502771,0.00009522104,0.0001816838,0.0008374801],"category_scores_gemma":[0.0001608221,0.0001514454,0.00009467417,0.0004458839,0.0002913528,0.000183875,0.0002325329,0.0002246519,0.000145226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323208,"about_ca_system_score_gemma":0.0001865401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171597,"about_ca_topic_score_gemma":0.0455216,"domain_scores_codex":[0.9999686,0.000002404174,0.00000341283,0.00001140691,0.000006834945,0.000007340774],"domain_scores_gemma":[0.9998842,0.00001423101,0.00005143336,0.000004661043,0.00002120251,0.00002408512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004382491,0.00008700548,0.8059411,0.0001617691,0.00003706874,0.001130578,0.003050382,0.0001671489,0.178613,0.00007282805,0.0001346873,0.01016619],"study_design_scores_gemma":[0.000001007483,0.00005820017,0.9984058,0.00000380936,0.000004468926,0.0001655078,0.0004647899,0.00002808853,0.0006136333,0.000006723308,0.0002456488,0.000002326072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995052,0.00007336472,0.00001700805,0.000005291104,9.314927e-7,0.000001757744,0.0001111643,0.000001065418,0.0002841574],"genre_scores_gemma":[0.9987556,0.0001123787,0.000106699,0.00001336098,0.000001382585,0.000006014747,0.0001965707,0.000001216181,0.0008067006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171597,"threshold_uncertainty_score":0.02329558,"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."}}