{"id":"W4317373447","doi":"10.4236/ajps.2023.141004","title":"Impact of Different Light Characteristics on the Growth and Lipid Content of Diatom &amp;lt;i&amp;gt;Phaeodactylum tricornutum&amp;lt;/i&amp;gt; Transconjugant Strains","year":2023,"lang":"en","type":"article","venue":"American Journal of Plant Sciences","topic":"Algal biology and biofuel production","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Phaeodactylum tricornutum; Context (archaeology); Light intensity; Diatom; Biology; Lipid metabolism; Biomass (ecology); Biochemistry; Biophysics; Food science; Chemistry; Botany; Ecology; Optics; Physics","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":[0.0002153484,0.0004956599,0.0002959086,0.0003000795,0.0001588957,0.0004858873,0.0003613423,0.0003297979,0.001260205],"category_scores_gemma":[0.0003254467,0.0002083484,0.0002606505,0.0002918905,0.0001919996,0.0002327874,0.000371889,0.000645449,0.0002392147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011258,"about_ca_system_score_gemma":0.0001988245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237085,"about_ca_topic_score_gemma":0.002529336,"domain_scores_codex":[0.9996302,0.00006301053,0.00004375089,0.00009567754,0.0001111678,0.00005617886],"domain_scores_gemma":[0.9995897,0.0001351003,0.00008746198,0.00004693595,0.00007010337,0.00007067389],"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":[0.0001213912,0.00003161213,0.0003783756,0.00002964557,0.000004395278,0.00002390165,0.00001909859,0.00005833366,0.9985575,0.00002041611,0.0000244948,0.000730818],"study_design_scores_gemma":[0.000008214599,0.0003022495,0.01104664,0.000007990166,0.00001890379,0.00006494786,0.00008372789,0.0006697135,0.9870395,0.00002027897,0.0007249926,0.00001277974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964824,0.0003483183,0.001253208,0.00006588644,0.00001831409,0.00002128481,0.0006019833,0.00006467571,0.001143957],"genre_scores_gemma":[0.9922659,0.0003944027,0.003468435,0.0001100918,0.000004965602,0.0000594491,0.001169652,0.0001021803,0.002424955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002237085,"threshold_uncertainty_score":0.004448116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525071237175226,"score_gpt":0.2701998165823244,"score_spread":0.2176926928648018,"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."}}