{"id":"W2018053056","doi":"10.1016/j.envpol.2007.12.037","title":"Metal contamination in the lichen Alectoria sarmentosa near the copper smelter of Murdochville, Québec","year":2008,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"U.S. Forest Service","keywords":"Smelting; Lichen; Contamination; Environmental chemistry; Pollution; Environmental science; Metal; Copper; Lead smelting; Chemistry; Metallurgy; Ecology; Materials science; 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":[0.0001978153,0.00007834771,0.0000891775,0.000005501387,0.0002474192,0.00001017007,0.0001570723,0.00005644736,0.0004408823],"category_scores_gemma":[0.00001263892,0.00002395594,0.00005942655,0.0000912246,0.0002791199,0.00008093402,0.00003703494,0.00009489153,0.00005779159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007676226,"about_ca_system_score_gemma":0.000007663103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003230254,"about_ca_topic_score_gemma":0.004663917,"domain_scores_codex":[0.9992625,0.0001575604,0.000153355,0.0001227054,0.0001634266,0.0001404579],"domain_scores_gemma":[0.9997782,0.00008650326,0.00006482984,0.00004994062,0.000002161979,0.00001838833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007510118,0.0005158975,0.269405,0.000002176454,0.00003264134,0.00000636599,0.005005952,0.00002247185,0.7115236,0.0003042929,0.001771261,0.01133526],"study_design_scores_gemma":[0.0001588839,0.0001782281,0.9827808,0.000001274289,0.000008668166,0.0000143752,0.0006656838,0.00005180811,0.003154684,0.00002384801,0.01290411,0.00005760895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995899,0.0001950012,8.975028e-7,0.003032944,0.0000815241,0.0002100948,0.00001966525,0.000006156453,0.0005547707],"genre_scores_gemma":[0.9988916,0.00004271344,0.000006035612,0.0006572297,0.0001002519,0.00001780291,0.00003460836,6.262323e-7,0.000249158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7133759,"threshold_uncertainty_score":0.48832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117667852026944,"score_gpt":0.1835857022243156,"score_spread":0.1724090237040462,"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."}}