{"id":"W4307530281","doi":"10.1111/1462-2920.16264","title":"Microbes ‘R’ us","year":2022,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Biology; Endosymbiosis; Tree of life (biology); Ancestor; Evolutionary biology; Archaea; Environmental ethics; Epistemology; Phylogenetics; Genetics; Chloroplast; Philosophy; Plastid; History","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002134637,0.0001824591,0.0001987488,0.00003617605,0.0008497487,0.000004350097,0.000597292,0.000085514,0.2258497],"category_scores_gemma":[0.000004141503,0.0001984595,0.00009146558,0.00009446488,0.0006037551,0.00005419999,0.0021648,0.0004939365,0.004338448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498457,"about_ca_system_score_gemma":0.000005638109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001057251,"about_ca_topic_score_gemma":0.0001102243,"domain_scores_codex":[0.9984009,0.0005317545,0.0002109003,0.0003805998,0.00004320162,0.0004326302],"domain_scores_gemma":[0.9994121,0.00006453073,0.00008695341,0.0003763894,3.756103e-7,0.00005971074],"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":[0.00004783964,0.0002469529,0.03131581,7.728069e-7,0.00001574303,0.00001198618,0.0001859837,0.0007303234,0.9315937,0.00004999037,0.03552692,0.0002739575],"study_design_scores_gemma":[0.0004275906,0.0003340568,0.02540462,3.74588e-7,0.00001115167,0.0004881774,0.0001563183,0.000009805663,0.009966352,0.0003463955,0.9625739,0.0002812647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906641,0.0001033674,0.00001095099,0.0002556172,0.0003808315,0.0001938873,0.0001810031,0.00004387839,0.008166334],"genre_scores_gemma":[0.992432,0.00001700237,0.0002491049,0.003470684,0.00002490821,0.00005226026,0.0005604714,0.00002000872,0.00317355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.927047,"threshold_uncertainty_score":0.9964368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003213216822084176,"score_gpt":0.1635431315308605,"score_spread":0.1603299147087764,"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."}}