{"id":"W2081868609","doi":"10.1111/fwb.12496","title":"Elevated metal concentrations inhibit biological recovery of <scp>C</scp>ladocera in previously acidified boreal lakes","year":2014,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dominance (genetics); Ecology; Environmental science; Smelting; Environmental chemistry; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007582621,0.0002312985,0.0004272798,0.00006486684,0.00005304733,0.00000979699,0.0003399588,0.0002881558,0.000922901],"category_scores_gemma":[0.0004860334,0.0001737266,0.00009643131,0.0001909688,0.0007281818,0.0001144511,0.0002558311,0.0002163192,0.0003985963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116161,"about_ca_system_score_gemma":0.000011536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003951829,"about_ca_topic_score_gemma":0.001338794,"domain_scores_codex":[0.9975598,0.0005810966,0.0005879503,0.0005312274,0.000146267,0.0005936299],"domain_scores_gemma":[0.9990125,0.0003314128,0.000154883,0.000377155,0.000006540232,0.0001175312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002194295,0.000258038,0.317718,0.000008409048,0.00003401006,0.000005603223,0.0005205125,0.0005489276,0.6764379,0.0006218827,0.001466696,0.002358066],"study_design_scores_gemma":[0.001754572,0.001534554,0.2836505,0.00003006002,0.00004110232,0.00002419338,0.0001489839,0.001469808,0.5456211,0.007929148,0.1574551,0.0003408643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949175,0.0000800811,0.0005979917,0.0001419133,0.0001869993,0.0003656532,0.00007479223,0.00004158547,0.003593517],"genre_scores_gemma":[0.9966176,0.0001261001,0.002244316,0.0003384791,0.00005348088,0.0000607656,0.0002016324,0.00001538505,0.000342203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1559884,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770302481705279,"score_gpt":0.2364818904137388,"score_spread":0.2187788655966861,"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."}}