{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004035459,0.0002897108,0.0007206859,0.0001792491,0.000238151,0.00001514662,0.000151991,0.0003601443,0.0002755145],"category_scores_gemma":[0.0001563022,0.0002306886,0.0001293605,0.0005098532,0.0001512972,0.00009291868,0.0001060139,0.0005159614,0.00001774287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008168951,"about_ca_system_score_gemma":0.0001689424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007723102,"about_ca_topic_score_gemma":0.00001672136,"domain_scores_codex":[0.9983164,0.0002663338,0.0004708519,0.0006068244,0.0001420636,0.0001975111],"domain_scores_gemma":[0.9991046,0.00001320518,0.0004943634,0.0002870903,0.0000685406,0.00003218892],"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":[0.00001825225,0.00005646696,0.000002009077,0.01515062,0.0000797798,7.84897e-7,0.0000703898,8.472921e-7,0.00005112209,0.00007752915,0.0002447861,0.9842474],"study_design_scores_gemma":[0.0000622596,0.0001916999,0.000004418051,0.0007272628,0.0002762739,0.0002199201,0.00002292075,8.381938e-7,0.0001522772,0.0001434588,0.9979611,0.00023756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00010964,0.9962599,0.000005703759,0.00006769034,0.0009487394,0.0003149447,0.00001125635,0.00009592254,0.002186257],"genre_scores_gemma":[0.0001399258,0.9933122,0.0001581126,0.000007466595,0.0007641698,0.0003491573,0.0001465939,0.00003960017,0.005082734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9977163,"threshold_uncertainty_score":0.9407209,"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."}}