{"id":"W2904832870","doi":"","title":"The Influence of Vehicular Air Pollution on Lichen Abundance in Two Central Ontario Forests","year":2018,"lang":"en","type":"article","venue":"","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Lichen; Transect; Geography; Abundance (ecology); Air pollution; Pollution; Physical geography; Environmental science; Forestry; Bioindicator; Belt transect; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001368133,0.0002677265,0.0002592875,0.0008695323,0.00219355,0.000861544,0.0003779064,0.0001915949,0.0008190626],"category_scores_gemma":[0.0004642938,0.0002704139,0.0001761371,0.00102457,0.0007403871,0.0001625681,0.0005555758,0.0001981237,0.0001113659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049522,"about_ca_system_score_gemma":0.005099751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9566351,"about_ca_topic_score_gemma":0.9916617,"domain_scores_codex":[0.9997221,0.00001821605,0.000009489539,0.00004942303,0.00009332341,0.0001074019],"domain_scores_gemma":[0.9994411,0.00005033586,0.0001060848,0.00001909619,0.0001907365,0.0001926763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004729673,0.00007490048,0.9739825,0.00005736185,0.00004335544,0.0004784364,0.004683931,0.0002895543,0.0127547,0.00007543525,0.0002464592,0.006840507],"study_design_scores_gemma":[0.00000441487,0.00002761121,0.9977481,0.000004028362,0.000007439078,0.00003556145,0.00147791,0.0001301189,0.0002066761,0.000008946411,0.0003455167,0.000003657913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993456,0.00003624269,0.00001711981,0.000008306149,5.275444e-7,0.000006594302,0.00009753832,0.000001781898,0.000486443],"genre_scores_gemma":[0.998818,0.00005648204,0.00008197017,0.000008440777,8.823172e-7,0.000008116735,0.0002137638,0.00000151673,0.0008108743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04336488,"threshold_uncertainty_score":0.08724046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009567253631205738,"score_gpt":0.2249330999215522,"score_spread":0.2153658462903465,"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."}}