{"id":"W3015869341","doi":"10.3390/app10072531","title":"Red Light Variation an Effective Alternative to Regulate Biomass and Lipid Profiles in Phaeodactylum tricornutum","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Algal biology and biofuel production","field":"Energy","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phaeodactylum tricornutum; Polyunsaturated fatty acid; Photoinhibition; Photosynthesis; Diatom; Lipid metabolism; Food science; Biomass (ecology); Chemistry; Photobioreactor; Fucoxanthin; Autotroph; Biology; Botany; Fatty acid; Biochemistry; Algae; Photosystem II; Ecology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009664415,0.0003517341,0.0002330796,0.0001852759,0.0002027545,0.0003056457,0.0002829231,0.0002155407,0.000758411],"category_scores_gemma":[0.0001290701,0.0001589537,0.0002443856,0.0001860611,0.0001437691,0.0002353929,0.0003639214,0.0005318302,0.0001333989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003777499,"about_ca_system_score_gemma":0.0002184161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996012,"about_ca_topic_score_gemma":0.003413013,"domain_scores_codex":[0.9998734,0.00002113213,0.0000105079,0.00004637907,0.00002837614,0.00002023981],"domain_scores_gemma":[0.9999021,0.00001678213,0.00002712322,0.00001308628,0.00002223949,0.00001853208],"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":[0.0001158373,0.00001514185,0.0002372861,0.00004148837,0.000003433216,0.00002493007,0.00001705383,0.00004333546,0.9982392,0.00001917511,0.00002363595,0.001219569],"study_design_scores_gemma":[0.00002330819,0.0006759579,0.02558485,0.00002217649,0.00003273892,0.000120103,0.0001722535,0.00115084,0.9694279,0.00006920177,0.00270066,0.00002004671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956254,0.001178297,0.00137134,0.000102084,0.00004253384,0.00001989424,0.0003072204,0.0000686535,0.001284557],"genre_scores_gemma":[0.9942385,0.0005686464,0.002451424,0.0001783596,0.000007668395,0.0000512771,0.0004266782,0.00003380139,0.002043741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001996012,"threshold_uncertainty_score":0.003968835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693791886405607,"score_gpt":0.2478023961890319,"score_spread":0.2308644773249758,"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."}}