{"id":"W2133820063","doi":"10.1657/1938-4246-43.2.289","title":"Bryophytes as Heavy Metal Biomonitors in the Canadian High Arctic","year":2011,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Notre Dame","keywords":"Tundra; Moss; Arctic; Biomonitoring; Environmental science; Environmental chemistry; Lichen; Ecology; Permafrost; Physical geography; Chemistry; Geography; 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":[0.0004279088,0.0002880487,0.0002393532,0.001467352,0.0018465,0.0008171467,0.0003137071,0.0001099987,0.0004787479],"category_scores_gemma":[0.0002298505,0.0001457622,0.0001075507,0.002292953,0.0002689186,0.0001337568,0.0003624591,0.0002101362,0.0001085226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260803,"about_ca_system_score_gemma":0.004521966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9016973,"about_ca_topic_score_gemma":0.9732083,"domain_scores_codex":[0.9997428,0.00002851087,0.000008737637,0.00004686468,0.0001040713,0.00006903426],"domain_scores_gemma":[0.9996099,0.00001899967,0.00005166457,0.00001166667,0.0002394671,0.00006823751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003705159,0.00006936584,0.8534366,0.0001884311,0.00007922605,0.0002002677,0.001708814,0.0008200541,0.09822578,0.0002149014,0.0005549849,0.04413104],"study_design_scores_gemma":[0.000003660498,0.00004228034,0.9891245,0.00002212848,0.00002113258,0.00004774215,0.001000658,0.0003744315,0.00564818,0.00002675491,0.0036807,0.000007838341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995865,0.0006752192,0.0003809606,0.00002871449,0.000002441613,0.00001764531,0.0009318603,0.0000169361,0.0020812],"genre_scores_gemma":[0.9956776,0.0006089779,0.001680513,0.00002605671,0.000001850712,0.00001161239,0.0006349647,0.000005225332,0.001353148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09830272,"threshold_uncertainty_score":0.1977633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07746317882599046,"score_gpt":0.2981364308176047,"score_spread":0.2206732519916142,"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."}}