{"id":"W7161811409","doi":"10.82308/17442","title":"Development of Value-Added By-Products from Abundantly Available but Underutilized European Green Crab «Carcinus Maenas»","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food supply; Animal ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002791606,0.0005050241,0.0002244097,0.0003193509,0.0002957405,0.001036847,0.0001609301,0.000472234,0.001407912],"category_scores_gemma":[0.0002853704,0.0001798732,0.0004977835,0.0003660464,0.0002393429,0.0005238004,0.0004061671,0.0004915749,0.0006501795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722758,"about_ca_system_score_gemma":0.0003867613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558345,"about_ca_topic_score_gemma":0.003726941,"domain_scores_codex":[0.9998446,0.00003003658,0.000009351691,0.00004899497,0.00004072313,0.00002627609],"domain_scores_gemma":[0.9998305,0.00003170841,0.00003857646,0.00001905765,0.00005094074,0.00002916684],"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":[0.00006373189,0.00002023606,0.001443194,0.0002709464,0.00001618667,0.0001484904,0.00008630271,0.0001581811,0.9885743,0.0002469257,0.00009893776,0.008872717],"study_design_scores_gemma":[0.00001002168,0.0007289523,0.02620577,0.0001434537,0.00007324956,0.0005339944,0.0004917745,0.0006762826,0.919733,0.0002253966,0.05115672,0.00002145039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708859,0.01551019,0.005775416,0.0003774814,0.0001107519,0.00006454394,0.0007764927,0.00006721712,0.006431951],"genre_scores_gemma":[0.9660185,0.009129721,0.008804727,0.0002079006,0.00001728083,0.00005174201,0.001427538,0.00004874638,0.01429383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001558345,"threshold_uncertainty_score":0.004709959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163877310637868,"score_gpt":0.2345543874958598,"score_spread":0.218166656432073,"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."}}