{"id":"W7078799600","doi":"","title":"Extraction of omega-3 fatty acids and phospholipids from octopus (Octopus vulgaris) by-products with low-toxicity solvents","year":2025,"lang":"en","type":"article","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"octopus (software); Extraction (chemistry); Fatty acid; Solvent extraction; Hydrolysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003553,0.0003171726,0.0003847179,0.0001746594,0.0004059993,0.0007429799,0.001144821,0.0002133317,0.00004880542],"category_scores_gemma":[0.01109494,0.0002950714,0.00007609367,0.001478661,0.0004985107,0.001565517,0.0006814345,0.0006579129,0.00002963853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297448,"about_ca_system_score_gemma":0.004212166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002216838,"about_ca_topic_score_gemma":0.00003552189,"domain_scores_codex":[0.9912611,0.0001008218,0.0005138908,0.001147916,0.006280522,0.0006957567],"domain_scores_gemma":[0.9865176,0.0009121136,0.0002093013,0.0007312362,0.01138862,0.0002411172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001780904,0.005863716,0.04419086,0.001644891,0.001513956,0.0002498498,0.002751024,0.001058421,0.2844982,0.1397003,0.4190678,0.0976801],"study_design_scores_gemma":[0.004544223,0.0006659527,0.03671014,0.0007688439,0.00003930857,0.00006678334,0.0004538538,0.01448866,0.2699445,0.1540412,0.5169343,0.001342185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7341559,0.001406343,0.02927128,0.006908703,0.00071027,0.001058422,0.0005194959,0.0002806743,0.2256889],"genre_scores_gemma":[0.9907261,0.00007776597,0.000949776,0.0002114209,0.0001215433,0.00006016067,0.00009846516,0.000009380763,0.007745407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2565702,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05213154196877489,"score_gpt":0.298284903595456,"score_spread":0.2461533616266811,"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."}}