{"id":"W4200093509","doi":"10.1016/j.scitotenv.2021.152299","title":"Metal contamination in alkaline Phantom Lake (Flin Flon, Manitoba, Canada) generates strong responses in multiple paleolimnological proxies","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Smelting; Diatom; Paleolimnology; Environmental science; Sediment; Biota; Trophic level; Ecology; Environmental chemistry; Total organic carbon; Geology; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001917159,0.0002241172,0.0002658719,0.00005102893,0.0002242661,0.00002576818,0.0008659541,0.00006108568,0.0008298397],"category_scores_gemma":[0.0004389204,0.0001421804,0.0000673424,0.0005128164,0.00214527,0.0002325109,0.001157423,0.0002731959,0.00004433348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009816306,"about_ca_system_score_gemma":0.0001369503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01885035,"about_ca_topic_score_gemma":0.2283861,"domain_scores_codex":[0.9964663,0.0004857537,0.0005137841,0.0005680815,0.001402929,0.0005631949],"domain_scores_gemma":[0.9988035,0.0002106898,0.000170943,0.0007217719,0.000005168287,0.00008793905],"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":[0.00007873042,0.0004453146,0.05311114,0.000006942448,0.00001244678,0.00004303986,0.0006268477,0.2980716,0.6452109,0.0001036957,0.00003021586,0.002259233],"study_design_scores_gemma":[0.000399383,0.00005682711,0.7327241,0.00001709071,0.00001244015,0.0000210074,0.0008016877,0.01055418,0.2547962,0.0001100622,0.0003378168,0.0001692197],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972674,0.0001473158,0.00002900211,0.001483681,0.0001991409,0.0004953717,0.00002395232,0.00000677734,0.0003473661],"genre_scores_gemma":[0.9983215,0.00007773024,0.0006508436,0.0000636503,0.00002175376,0.00006180699,0.000003713724,0.00001128622,0.0007876802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.679613,"threshold_uncertainty_score":0.9876832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386285312323595,"score_gpt":0.2237721327933067,"score_spread":0.1999092796700708,"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."}}