{"id":"W2557649483","doi":"10.5376/ija.2016.06.0019","title":"Sensory, Microbiological, Biochemical and Physico-chemical Assessment of Freshness and Quality of Fresh Lake Malawi Tilapia (&lt;i&gt;Chambo&lt;/i&gt;) Stored in Ice","year":2016,"lang":"en","type":"article","venue":"International Journal of Aquaculture","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tilapia; Fishery; Fish <Actinopterygii>; Biology; Food science; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003922943,0.0003662889,0.000309822,0.0005461125,0.0003024683,0.0004955843,0.0001280272,0.0002926158,0.001266839],"category_scores_gemma":[0.0003906765,0.0002139989,0.0003074404,0.0005868067,0.0003695716,0.0002963835,0.0003914575,0.0003968689,0.0002730221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002585225,"about_ca_system_score_gemma":0.0001970736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004196655,"about_ca_topic_score_gemma":0.01461911,"domain_scores_codex":[0.9997784,0.00002343111,0.00002945645,0.00003787615,0.0001017356,0.00002899745],"domain_scores_gemma":[0.9995754,0.00004291378,0.0001635612,0.00001382952,0.0001580627,0.00004615252],"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":[0.0006706424,0.00007857839,0.0922398,0.0002171784,0.00004491405,0.0001734931,0.0005723552,0.000129734,0.901407,0.00002136061,0.00009709719,0.004347904],"study_design_scores_gemma":[0.000008023459,0.00202175,0.8659374,0.00003470721,0.00008325167,0.0002962029,0.0007561011,0.0004030421,0.12954,0.00003114417,0.0008603623,0.00002801448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984527,0.0001960339,0.0004404459,0.00001652552,0.000005616785,0.00002493538,0.0004171309,0.000007738356,0.0004389183],"genre_scores_gemma":[0.9941794,0.0002879404,0.00194131,0.00004782532,0.000004795486,0.0000486705,0.000836573,0.000005866348,0.00264776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004196655,"threshold_uncertainty_score":0.008344412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597125657709422,"score_gpt":0.3014025663624917,"score_spread":0.2654313097853975,"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."}}