{"id":"W4220745728","doi":"10.1016/j.algal.2022.102676","title":"Live long and prosper: Acetate and its effects on longevity in batch culturing of Chlamydomonas reinhardtii","year":2022,"lang":"en","type":"article","venue":"Algal Research","topic":"Algal biology and biofuel production","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chlamydomonas reinhardtii; Photosynthesis; Biology; Longevity; Chlamydomonas; Senescence; Biomass (ecology); Chloroplast; Biochemistry; Botany; Cell biology; Ecology; Mutant; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626,0.0001041329,0.0001822919,0.0001495165,0.0002758532,0.00001479848,0.0001277799,0.00008381715,0.0001051823],"category_scores_gemma":[0.0003443464,0.00008801631,0.00002244386,0.000306302,0.0001381689,0.00009468698,0.0004150225,0.0007251638,0.00002424799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007913906,"about_ca_system_score_gemma":0.00003055942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005187056,"about_ca_topic_score_gemma":0.0002628232,"domain_scores_codex":[0.9981003,0.0006077678,0.0001539011,0.0004153612,0.0003793113,0.0003432885],"domain_scores_gemma":[0.9993703,0.0002826928,0.00003755966,0.0001592468,0.00008653122,0.0000636722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006091774,0.0007108331,0.4626221,0.001842009,0.0002348885,0.0005996727,0.005811397,0.000390079,0.3336798,0.01758886,0.0005406289,0.169888],"study_design_scores_gemma":[0.001412898,0.002080726,0.6835446,0.0001104395,0.00001107818,0.00005769885,0.0002241254,0.0003334878,0.3086554,0.001779429,0.001534274,0.0002558544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954163,0.002123779,2.218768e-7,0.0005195012,0.00007710214,0.0003979896,0.000004132934,0.00001582616,0.00144518],"genre_scores_gemma":[0.9981963,0.0004458657,0.00001180673,0.00002479016,0.00008285782,0.00008816855,0.00001196798,0.00001075185,0.001127478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2209225,"threshold_uncertainty_score":0.3589201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067373236747153,"score_gpt":0.3254144266659769,"score_spread":0.2847406942985053,"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."}}