{"id":"W6976785266","doi":"10.6084/m9.figshare.12124539.v1","title":"Paleolimnological assessment of long-term changes in a boreal recreational lake of the Fermont mining region (subarctic Quebec, Canada)","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subarctic climate; Diatom; Paleolimnology; Eutrophication; Boreal; Climate change; Limnology; Sediment; Water quality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002535953,0.000321561,0.0002632905,0.001463983,0.002081633,0.0009458078,0.0006114842,0.0003782676,0.001480005],"category_scores_gemma":[0.0003026971,0.0001390065,0.0002296792,0.002609516,0.0004963299,0.0002598726,0.0006351095,0.0002485583,0.0001819395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049601,"about_ca_system_score_gemma":0.005682886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9652103,"about_ca_topic_score_gemma":0.9891368,"domain_scores_codex":[0.9998496,0.000006849974,0.00000816629,0.00003261712,0.00004810707,0.00005459049],"domain_scores_gemma":[0.9995696,0.00001480107,0.00007192614,0.000008098632,0.0002514413,0.00008407567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001432451,0.00005154986,0.97001,0.00008183881,0.000080336,0.0006932457,0.002034295,0.0004168288,0.008072784,0.00006398473,0.00100422,0.01734769],"study_design_scores_gemma":[0.000001836449,0.000009885075,0.9982966,0.000008370575,0.000008120624,0.00003900544,0.0005038317,0.0002385937,0.000101136,0.00000310023,0.0007856077,0.000003972469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965252,0.0004985213,0.0001081476,0.00009771442,0.000004715426,0.00002286041,0.001200784,0.00001305024,0.001529064],"genre_scores_gemma":[0.9973814,0.0001959049,0.0002746857,0.00004303623,0.000003668438,0.00001392701,0.0008205568,0.000004290556,0.001262508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03478968,"threshold_uncertainty_score":0.07615423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731070796101588,"score_gpt":0.2389338444894967,"score_spread":0.2016231365284808,"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."}}