{"id":"W4283457387","doi":"10.3390/foods11131883","title":"Health Benefits, Food Applications, and Sustainability of Microalgae-Derived N-3 PUFA","year":2022,"lang":"en","type":"review","venue":"Foods","topic":"Algal biology and biofuel production","field":"Energy","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Sustainability; Polyunsaturated fatty acid; Health benefits; Environmental science; Food science; Natural resource economics; Business; Chemistry; Biotechnology; Biology; Ecology; Economics; Biochemistry; Medicine; Traditional medicine; Fatty acid","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":[0.0002344899,0.0004539962,0.0005980788,0.00104605,0.0003091325,0.0007388593,0.0003184276,0.000762957,0.002340873],"category_scores_gemma":[0.000296496,0.0001521495,0.0007342576,0.000635626,0.0002176133,0.0006856188,0.0005333102,0.0007577402,0.0004807867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567679,"about_ca_system_score_gemma":0.0005633887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374642,"about_ca_topic_score_gemma":0.002347363,"domain_scores_codex":[0.9998294,0.00002601391,0.00002104223,0.00003223955,0.00006424551,0.00002698353],"domain_scores_gemma":[0.9999118,0.00003258446,0.00001814619,0.000003401361,0.00002676789,0.000007306421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004719219,0.0001743514,0.001643307,0.05184651,0.000374054,0.001726831,0.0003012223,0.001335084,0.1624024,0.01062368,0.01243958,0.7566611],"study_design_scores_gemma":[0.00003097547,0.0006517995,0.008126188,0.007095697,0.0005274907,0.002071352,0.0004415319,0.0005140334,0.05156851,0.006224765,0.9226772,0.00007056163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01138991,0.9771621,0.001514484,0.001039723,0.0004405206,0.00001812681,0.0002664658,0.00002566295,0.008142997],"genre_scores_gemma":[0.05799267,0.935053,0.002228463,0.0007005791,0.0002033465,0.00003400904,0.0002135415,0.0000100078,0.003564428],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002340873,"threshold_uncertainty_score":0.007831037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735708918062619,"score_gpt":0.3093392708210903,"score_spread":0.2719821816404641,"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."}}