{"id":"W3185417069","doi":"10.1002/lol2.10202","title":"Effects of chloride and nutrients on freshwater plankton communities","year":2021,"lang":"en","type":"article","venue":"Limnology and Oceanography Letters","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies; Algoma University; Queen's University","funders":"","keywords":"Phytoplankton; Plankton; Nutrient; Zooplankton; Species richness; Context (archaeology); Water quality; Abundance (ecology); Biomass (ecology); Ecology; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139306,0.0002066927,0.0002351365,0.0001902621,0.0004586166,0.0005067593,0.0003417326,0.0003171836,0.0009491837],"category_scores_gemma":[0.0003680917,0.0001496302,0.0001406289,0.00009847092,0.0004379529,0.0002176436,0.0005425388,0.000273729,0.0001007112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731468,"about_ca_system_score_gemma":0.00106257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07046842,"about_ca_topic_score_gemma":0.1283915,"domain_scores_codex":[0.9997799,0.00003667791,0.00001030098,0.00004638689,0.00006590531,0.00006085957],"domain_scores_gemma":[0.9994175,0.00008314249,0.00008781857,0.00002000942,0.0002129905,0.0001784776],"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":[0.002314429,0.0001173725,0.05969286,0.00008672079,0.00005068051,0.0001782893,0.000415092,0.0004192856,0.9329881,0.0000668859,0.0001614767,0.003508808],"study_design_scores_gemma":[0.00005561579,0.002424735,0.8495834,0.00001775588,0.00006678714,0.0001441105,0.001279109,0.001574249,0.1431363,0.0001983293,0.001475631,0.00004398979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992808,0.00006821602,0.00004530523,0.00002430156,0.000001890352,0.000005029816,0.00006456019,0.000004131996,0.0005058441],"genre_scores_gemma":[0.9989383,0.00003341578,0.0001092572,0.00004780864,8.074247e-7,0.000005782846,0.0000659097,0.000002074614,0.0007967047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07046842,"threshold_uncertainty_score":0.1401165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004345998954725286,"score_gpt":0.1801396809490776,"score_spread":0.1757936819943524,"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."}}