{"id":"W3204278528","doi":"10.3390/microorganisms9102088","title":"Ambient Air Pollution Shapes Bacterial and Fungal Ivy Leaf Communities","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Plant responses to elevated CO2","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"Universiteit Hasselt; Fonds Wetenschappelijk Onderzoek; Vlaamse regering; Vlaams Supercomputer Centrum","keywords":"Phyllosphere; Air pollution; Pollution; Microbial population biology; Pollutant; Environmental science; Environmental chemistry; Biology; Ecology; Chemistry; Bacteria","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001013372,0.0001248373,0.000137357,0.000009153439,0.0002831628,0.0001042632,0.0001440352,0.0000921718,0.001193415],"category_scores_gemma":[0.00002028173,0.00005626146,0.0000383051,0.0001559331,0.00007862804,0.00007939613,0.0001619938,0.0001191002,0.00006937788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002700684,"about_ca_system_score_gemma":0.0000172327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003956855,"about_ca_topic_score_gemma":0.002423522,"domain_scores_codex":[0.9991996,0.0001544847,0.0001347785,0.0001668932,0.000105941,0.0002382768],"domain_scores_gemma":[0.9997052,0.00009260676,0.00004024648,0.00004773606,0.00004485398,0.00006937834],"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":[0.00004776509,0.00003806518,0.0004640707,0.000002721518,0.00001026174,0.00002458298,0.0001698419,5.944376e-7,0.9913878,0.0001254992,0.0007225708,0.007006254],"study_design_scores_gemma":[0.0001947756,0.0001319648,0.2299197,0.00001935808,0.0000138794,0.0003139022,0.001333116,0.000005660105,0.6776617,0.0001482036,0.09005391,0.0002038929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954462,0.0002790986,0.000001683283,0.003576471,0.0001218214,0.0000651033,0.0001872684,0.00008045256,0.0002419067],"genre_scores_gemma":[0.9977663,0.0001034326,0.00007588322,0.0009118787,0.0001510086,0.000002912945,0.0002223065,0.000001228452,0.0007650363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3137261,"threshold_uncertainty_score":0.9997196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409435241036608,"score_gpt":0.1923197613810032,"score_spread":0.1782254089706371,"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."}}