{"id":"W4399390436","doi":"10.3390/synbio2020013","title":"Recombinant Protein Expression and Its Biotechnological Applications in Chlorella spp.","year":2024,"lang":"en","type":"article","venue":"SynBio","topic":"Algal biology and biofuel production","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Recombinant DNA; Protein expression; Chlorella; Biology; Biotechnology; Microbiology; Computational biology; Biochemistry; Algae; Botany; Gene","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":[0.0005569208,0.000592845,0.0004677811,0.0004931975,0.0002188749,0.0006576352,0.0002935463,0.0003915715,0.0003257394],"category_scores_gemma":[0.0003391543,0.0002383728,0.0006159357,0.000698695,0.000281536,0.0005179775,0.0004533877,0.0008190684,0.0005065993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108506,"about_ca_system_score_gemma":0.0005457636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007678417,"about_ca_topic_score_gemma":0.0009212669,"domain_scores_codex":[0.9996858,0.00004754272,0.00004071698,0.00005883723,0.0001313091,0.00003580358],"domain_scores_gemma":[0.9998823,0.00002972686,0.00002938417,0.00001074371,0.00003935068,0.000008407731],"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":[0.00004178135,0.00001871845,0.0001863745,0.001641818,0.00001781901,0.0001780823,0.0001033627,0.0002399019,0.9746826,0.0007156756,0.0002099441,0.02196386],"study_design_scores_gemma":[0.0000101272,0.0002591093,0.002140861,0.0002900556,0.0001298446,0.001367128,0.0001410892,0.0004808246,0.8957108,0.0005368101,0.09889884,0.00003460941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.401453,0.4065733,0.163297,0.002523574,0.0005926224,0.0003013705,0.002227534,0.0009046985,0.02212691],"genre_scores_gemma":[0.5711309,0.338674,0.0763765,0.0005120132,0.00009815225,0.0001927857,0.003309482,0.0001712495,0.009534878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0007678417,"threshold_uncertainty_score":0.003706515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460210501639458,"score_gpt":0.2432363657830521,"score_spread":0.2286342607666575,"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."}}