{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008178304,0.0002626501,0.0002828232,0.00005652423,0.0004440335,0.00009210989,0.001301547,0.0002904523,0.01022773],"category_scores_gemma":[0.00014117,0.0002550168,0.00007849471,0.0004885431,0.002244802,0.0003670411,0.001142132,0.000380315,0.01084754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003059111,"about_ca_system_score_gemma":0.0001827607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005227613,"about_ca_topic_score_gemma":0.0005944989,"domain_scores_codex":[0.9977109,0.0004675914,0.0003035097,0.0005625216,0.0002043267,0.0007511731],"domain_scores_gemma":[0.9987332,0.00008387534,0.0001564718,0.0006078825,0.00002833728,0.0003901892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001769362,0.0002669058,0.00640575,0.000008146632,0.000009984945,0.00001994208,0.00166319,0.00007032035,0.8827111,0.0001979366,0.1078031,0.0006667508],"study_design_scores_gemma":[0.001873789,0.002076702,0.1104542,0.00005341186,0.00006054224,0.0001457666,0.0008864169,0.0004091216,0.03459361,0.0008513565,0.8473997,0.001195357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814126,0.00006068549,0.00006754343,0.002243587,0.003207094,0.00028845,0.00007001896,0.00003971951,0.01261033],"genre_scores_gemma":[0.9899982,0.00003362826,0.0009722069,0.002663911,0.0001322377,0.000004914681,0.00001767044,0.00001340743,0.006163849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8481174,"threshold_uncertainty_score":0.9999902,"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."}}