{"id":"W4224319760","doi":"10.3390/foods11091215","title":"Production, Processing, and Protection of Microalgal n-3 PUFA-Rich Oil","year":2022,"lang":"en","type":"review","venue":"Foods","topic":"Algal biology and biofuel production","field":"Energy","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Oil production; Production (economics); Environmental science; Food science; Biotechnology; Business; Pulp and paper industry; Natural resource economics; Biology; Petroleum engineering; Engineering; Economics","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":[0.0002128356,0.0006950377,0.0005787919,0.0007403578,0.0002797465,0.0005643403,0.0003134831,0.0004767019,0.0004013858],"category_scores_gemma":[0.0001770317,0.0002403221,0.000794621,0.000783693,0.0001954425,0.0006868826,0.0005085514,0.000629428,0.0004628817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003725549,"about_ca_system_score_gemma":0.0006026593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088444,"about_ca_topic_score_gemma":0.001343768,"domain_scores_codex":[0.9997818,0.00001883463,0.0000351986,0.00004058512,0.00008853934,0.00003513602],"domain_scores_gemma":[0.9999534,0.000007201111,0.00001460798,0.000004121447,0.00001462493,0.000005930267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001120683,0.00006648732,0.0006505782,0.009564846,0.00009224179,0.0007012518,0.00009708607,0.0009827885,0.7953508,0.001655685,0.001435257,0.1892909],"study_design_scores_gemma":[0.00002240301,0.0004466106,0.005640543,0.0009735608,0.000238793,0.0014076,0.0001429892,0.001018597,0.7171674,0.001279376,0.271597,0.00006521406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08811474,0.8749793,0.0209846,0.0007952843,0.0007055736,0.000132765,0.0007860684,0.0002121058,0.01328953],"genre_scores_gemma":[0.1841508,0.793088,0.01553206,0.0004584215,0.0001756963,0.0001296962,0.0009452834,0.00004448039,0.005475571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001088444,"threshold_uncertainty_score":0.00270313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05041683726675512,"score_gpt":0.2899007355199913,"score_spread":0.2394838982532362,"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."}}