{"id":"W3198131474","doi":"10.4490/algae.2021.36.7.19","title":"Performance and competitiveness of red vs. green phenotypes of a cyanobacterium grown under artificial lake browning","year":2021,"lang":"en","type":"article","venue":"ALGAE","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Toronto; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Biology; Phytoplankton; Cyanobacteria; Nutrient; Photosynthesis; Browning; Niche; Pigment; Photosynthetic pigment; Botany; Phylogenetic tree; Ecology; Horticulture; Gene; Chemistry; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001142311,0.00007088569,0.0001744802,0.00001157904,0.00004024174,0.000005969911,0.00006766127,0.00003754753,0.0008270223],"category_scores_gemma":[0.000008046424,0.00006701188,0.00002466375,0.0001077632,0.0001050689,0.00007921758,0.00009515638,0.00004346993,0.00001275121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001316307,"about_ca_system_score_gemma":0.00001330172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002436364,"about_ca_topic_score_gemma":0.00267488,"domain_scores_codex":[0.9993828,0.00003374099,0.0002049725,0.0001422075,0.0001276992,0.0001085806],"domain_scores_gemma":[0.9996696,0.00004374921,0.0001049901,0.0001348807,0.00001449797,0.0000322441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004784042,0.00006364963,0.9263369,0.0001654032,0.00002746788,0.000004519773,0.0005064538,0.0005872859,0.06616749,0.002087449,0.00001484935,0.003990681],"study_design_scores_gemma":[0.0001772353,0.00006030196,0.9792419,0.00008177352,0.00001669677,0.00001131161,0.000125038,0.00738208,0.01141315,0.0003296813,0.001053128,0.0001077115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939193,0.00001666342,0.0003119218,0.00008012362,0.00006877963,0.00005438309,0.0000234627,0.00000603156,0.00551937],"genre_scores_gemma":[0.9992586,0.0000148643,0.0003619301,0.00003240549,0.00001947737,0.000002106997,0.0000170666,0.00000662389,0.0002869101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05475434,"threshold_uncertainty_score":0.9055315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009893745280439088,"score_gpt":0.1992561316863823,"score_spread":0.1893623864059432,"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."}}