{"id":"W2004174459","doi":"10.1016/j.ymben.2010.02.002","title":"Chlamydomonas starchless mutant defective in ADP-glucose pyrophosphorylase hyper-accumulates triacylglycerol","year":2010,"lang":"en","type":"article","venue":"Metabolic Engineering","topic":"Algal biology and biofuel production","field":"Energy","cited_by":384,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Arizona State University; University of Alberta; Science Foundation Arizona","keywords":"Chlamydomonas; Biochemistry; Metabolic engineering; Biofuel; Mutant; Photosynthesis; Chloroplast; Metabolic pathway; Starch; Biology; Chemistry; Enzyme; Biotechnology; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000205458,0.00101999,0.0004137659,0.0004126427,0.0003076407,0.0006721799,0.0006878714,0.0005151751,0.001207054],"category_scores_gemma":[0.0002094325,0.0005315413,0.0004601587,0.0005498656,0.0005866586,0.000376549,0.0007653445,0.001150297,0.0005926718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008385078,"about_ca_system_score_gemma":0.0006918002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004183698,"about_ca_topic_score_gemma":0.004346561,"domain_scores_codex":[0.9997504,0.00001859344,0.00003331117,0.00004566212,0.00009539792,0.00005657236],"domain_scores_gemma":[0.9996221,0.00007181395,0.00007871124,0.00008500875,0.00002830766,0.0001139483],"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":[0.00006115188,0.00001449328,0.000070799,0.000009515584,0.000003556324,0.00005389511,0.000007679133,0.00002240091,0.9994418,0.00005769268,0.0000153871,0.0002415704],"study_design_scores_gemma":[0.00002389067,0.0000794113,0.003413005,0.000004317219,0.00002775902,0.0003589752,0.00006063146,0.0005822405,0.9944503,0.00007627477,0.0009103183,0.00001275624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942837,0.0002570546,0.003509071,0.0001561077,0.00009253946,0.00002208833,0.0006089459,0.0001709023,0.0008995389],"genre_scores_gemma":[0.9944395,0.0002158673,0.001557956,0.00005374609,0.00000839257,0.00002145861,0.0008186984,0.00008795803,0.002796469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004183698,"threshold_uncertainty_score":0.008318722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008212334867225562,"score_gpt":0.2216781852698206,"score_spread":0.2134658504025951,"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."}}