{"id":"W2150522850","doi":"10.1093/biosci/biv036","title":"Bacteria: Master Microbial Colonizers","year":2015,"lang":"it","type":"article","venue":"BioScience","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Bacteria; Biology; Microbiology; Genetics","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":[0.002748062,0.001314637,0.0007998717,0.001111119,0.001780148,0.006243516,0.001158184,0.003841633,0.01375917],"category_scores_gemma":[0.004999945,0.0007526639,0.0003727672,0.0007511943,0.006496158,0.01347354,0.004351014,0.004426926,0.009300636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380124,"about_ca_system_score_gemma":0.001370477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007246724,"about_ca_topic_score_gemma":0.001157745,"domain_scores_codex":[0.9981846,0.0004208549,0.00009411693,0.0005394122,0.0004072897,0.0003536918],"domain_scores_gemma":[0.9984334,0.0004079877,0.0002342711,0.0001991035,0.0002890043,0.0004362741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005033427,0.0001520997,0.009414067,0.002630874,0.00009448091,0.0006614798,0.01219014,0.0006241496,0.02282232,0.3669204,0.2414204,0.3425662],"study_design_scores_gemma":[0.00002208999,0.0001055812,0.001156401,0.0005300122,0.00001736144,0.0002819689,0.001960022,0.0001529001,0.002898624,0.05830858,0.934526,0.00004045526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05792832,0.3979603,0.05928345,0.1938329,0.03284832,0.0003633105,0.002645242,0.004335498,0.2508026],"genre_scores_gemma":[0.443325,0.1934425,0.04948508,0.1178811,0.02073,0.0007656718,0.002412084,0.001510698,0.1704478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01375917,"threshold_uncertainty_score":0.04602897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0458982982149569,"score_gpt":0.240316297274317,"score_spread":0.1944179990593601,"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."}}