{"id":"W2084249000","doi":"10.2134/jeq2007.0090","title":"Lichens as Biomonitors of Air Quality around a Diamond Mine, Northwest Territories, Canada","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Lichen; Environmental chemistry; Bioaccumulation; Tundra; Environmental science; Pollutant; Contamination; Arctic; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004810208,0.0001547126,0.0004189614,0.00001193681,0.0001519375,0.000006486489,0.0002845436,0.0001089939,0.0003100923],"category_scores_gemma":[0.00009716494,0.00006964113,0.0001759205,0.0001147628,0.000257684,0.000155217,0.00007239857,0.0002033522,0.000004582719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002334706,"about_ca_system_score_gemma":0.0000835851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5583637,"about_ca_topic_score_gemma":0.5651225,"domain_scores_codex":[0.9979622,0.000261474,0.0008608717,0.0001676878,0.0005101455,0.0002376085],"domain_scores_gemma":[0.9985896,0.00036278,0.000719982,0.0000797498,0.00002752831,0.0002203365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000087215,0.0003577079,0.9079334,0.000006556487,0.00004499907,0.00003736344,0.0001612248,0.000002387992,0.09007072,0.00002086322,0.0002590281,0.001018574],"study_design_scores_gemma":[0.0002382633,0.0004092454,0.9796964,0.000005618942,0.0000141222,0.00008182139,0.001212326,3.902585e-7,0.006699481,0.00005877706,0.01143583,0.0001477121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979535,0.0002376281,3.043467e-7,0.000682744,0.0004382748,0.0000741113,0.0004408623,0.000004204447,0.0001683798],"genre_scores_gemma":[0.9988608,0.0001087419,0.00004507579,0.000306612,0.0004888356,0.000001371993,0.00004179019,0.000001266678,0.000145508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08337124,"threshold_uncertainty_score":0.4445772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235426330757793,"score_gpt":0.2426100009873559,"score_spread":0.220255737679778,"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."}}