{"id":"W4220912669","doi":"10.3390/microorganisms10040696","title":"Cyanobacteria: Model Microorganisms and Beyond","year":2022,"lang":"en","type":"review","venue":"Microorganisms","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Synechocystis; Cyanobacteria; Phototaxis; Photosynthesis; Biology; Microorganism; Biophysics; Biological system; Biochemical engineering; Botany; Bacteria","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000248126,0.0006584359,0.001546741,0.00004123021,0.000577538,0.0001724648,0.0007175077,0.0006365742,0.007828677],"category_scores_gemma":[0.00001806538,0.0002763993,0.0003562233,0.0003965045,0.0001596173,0.00008352153,0.0009322716,0.0006354999,0.0002178661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525321,"about_ca_system_score_gemma":0.0001010291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005194954,"about_ca_topic_score_gemma":0.0001621314,"domain_scores_codex":[0.9974794,0.0001731108,0.0006129103,0.0009501851,0.0001365965,0.0006478096],"domain_scores_gemma":[0.999119,0.0001553985,0.00034214,0.0001663101,0.00002683443,0.0001903347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000452523,0.00008493515,3.97379e-7,0.0004931019,0.00006605489,0.00002048099,0.00005392504,9.280969e-8,0.1017634,0.0001961364,0.003596486,0.8937205],"study_design_scores_gemma":[0.00009217305,0.0001534277,0.000004300828,0.0001158435,0.0003004663,0.0003629844,0.00005365468,8.304535e-7,0.0006135731,0.0001596974,0.997487,0.0006560526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001682986,0.9949676,0.000002721059,0.0002059483,0.0004807503,0.0007163044,0.001011281,0.0001404613,0.0007919814],"genre_scores_gemma":[0.00003931699,0.9954708,0.0003997642,0.0007882425,0.0002670445,0.00005894278,0.001056042,0.00001578883,0.001904043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9938905,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03485667168084371,"score_gpt":0.2350164414799721,"score_spread":0.2001597697991284,"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."}}