{"id":"W4381660796","doi":"10.3390/md21060366","title":"Sequential Extraction of Valuable Bio-Products from Snow Crab (Chionoecetes opilio) Processing Discards Using Eco-Friendly Methods","year":2023,"lang":"en","type":"article","venue":"Marine Drugs","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Chitin; Extraction (chemistry); Environmentally friendly; Food science; Chemistry; Astaxanthin; Carotenoid; Biology; Chromatography; Organic chemistry; Chitosan","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004602932,0.0001629858,0.0002433513,0.00003712871,0.0002476506,0.00008125002,0.0001777281,0.0001007012,0.0005482399],"category_scores_gemma":[0.0001308117,0.00007176968,0.000105584,0.0009225166,0.00006926956,0.0002903565,0.0001617221,0.0001288551,0.0000279861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003439998,"about_ca_system_score_gemma":0.000017821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276108,"about_ca_topic_score_gemma":0.00009579052,"domain_scores_codex":[0.9986342,0.0001657613,0.0002932303,0.0003874443,0.0002545205,0.0002647992],"domain_scores_gemma":[0.9994165,0.0001350193,0.0001670065,0.0000758249,0.0001347784,0.00007084734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003424925,0.00008359308,0.004255393,0.00002971882,0.00001761367,0.000002271191,0.0001553658,0.00001673914,0.7920128,0.00007527693,0.0007325771,0.2025844],"study_design_scores_gemma":[0.0007619991,0.000247841,0.2210954,0.0001607647,0.0001480619,0.00001487428,0.00294936,0.007314167,0.7119097,0.01123763,0.04342657,0.0007336671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961917,0.00007629629,0.0001588432,0.001214349,0.0002386315,0.0001758449,0.00006761339,0.0001655968,0.001711063],"genre_scores_gemma":[0.9813542,0.00005506694,0.01602779,0.00005606273,0.0007832406,0.00001222179,0.0007163651,0.000003442932,0.0009916173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.21684,"threshold_uncertainty_score":0.6002842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167441018402144,"score_gpt":0.3257112127861043,"score_spread":0.2840368026020828,"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."}}