{"id":"W2145842425","doi":"10.1088/1478-3975/11/1/016001","title":"A storage-based model of heterocyst commitment and patterning in cyanobacteria","year":2014,"lang":"en","type":"article","venue":"Physical Biology","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Heterocyst; Cyanobacteria; Biology; Phenotype; Cell biology; Biophysics; Anabaena; Biological system; Bacteria; Genetics; 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":[0.0002584794,0.0004337933,0.0008140967,0.0003534617,0.0006544249,0.0009923597,0.001707904,0.001845259,0.001966068],"category_scores_gemma":[0.000799015,0.000465328,0.001063413,0.0005118911,0.0009983463,0.0008269716,0.000823099,0.0008293047,0.0002414979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504055,"about_ca_system_score_gemma":0.001481001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02554005,"about_ca_topic_score_gemma":0.01349669,"domain_scores_codex":[0.9998847,0.000024832,0.000007275941,0.00002758876,0.00002343646,0.00003207912],"domain_scores_gemma":[0.9996264,0.000163835,0.00005773652,0.00002254813,0.00005963464,0.00006987746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002173376,0.00001710591,0.0003517815,0.00001840205,0.0000102259,0.00005514198,0.00002290369,0.9864993,0.001984159,0.01036007,0.00015574,0.0005034949],"study_design_scores_gemma":[0.000008250439,0.00000497416,0.0001036309,0.000001606681,0.000002798195,0.000004928917,0.000005309686,0.9977968,0.0001085668,0.001855813,0.000103916,0.000003540125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7090603,0.0009538003,0.2598518,0.001511337,0.0001244715,0.00007209038,0.00147965,0.0003322355,0.0266144],"genre_scores_gemma":[0.9703919,0.000410675,0.018912,0.0001249861,0.00002981539,0.0001913452,0.0004700225,0.0001006845,0.009368499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02554005,"threshold_uncertainty_score":0.0507828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588135468770913,"score_gpt":0.2143235870390642,"score_spread":0.1984422323513551,"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."}}