{"id":"W2790475227","doi":"10.1038/s41396-018-0073-5","title":"Iron and phosphorus deprivation induce sociality in the marine bloom-forming cyanobacterium <i>Trichodesmium</i>","year":2018,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mediterranean Sea Research Center of Israel, University of Haifa; Israel Science Foundation; Dalhousie University; Higher Council for Science and Technology; Bar-Ilan University","keywords":"Trichodesmium; Biology; Sociality; Cyanobacteria; Phosphorus; Bloom; Algal bloom; Ecology; Algae; Diazotroph; Nutrient; Phytoplankton; Bacteria; Genetics; Nitrogen fixation","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":[0.00008931544,0.0002077297,0.0002143395,0.0001467342,0.000276833,0.0002499621,0.0001943182,0.0001759131,0.0008316003],"category_scores_gemma":[0.0001755471,0.0001385605,0.0001997063,0.00008011993,0.0001577497,0.0001389221,0.00067626,0.000335559,0.0002066076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091132,"about_ca_system_score_gemma":0.000255311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339405,"about_ca_topic_score_gemma":0.004504579,"domain_scores_codex":[0.9998642,0.00002455498,0.000008021497,0.00002568921,0.00003078713,0.00004682592],"domain_scores_gemma":[0.9998436,0.00003582242,0.00003539427,0.00001842848,0.00001867284,0.00004797557],"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":[0.0001106942,0.00001462106,0.001151964,0.00001211253,0.000003279017,0.00006404915,0.00004711446,0.00001218381,0.9977397,0.00002105532,0.00003432678,0.0007888965],"study_design_scores_gemma":[0.00003035247,0.00100905,0.2199064,0.00001732522,0.00002280613,0.0004883259,0.0006004876,0.002028988,0.7729915,0.0001666241,0.002714025,0.00002419213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986355,0.0001193524,0.0001941616,0.00003942858,0.000006656302,0.000006652557,0.00009443858,0.00001175283,0.0008920803],"genre_scores_gemma":[0.9982463,0.00007953119,0.00034761,0.00003741681,0.000003758703,0.00001555003,0.0001583593,0.000007767793,0.001103628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002339405,"threshold_uncertainty_score":0.004651606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443669395272501,"score_gpt":0.2153948706957803,"score_spread":0.2009581767430552,"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."}}