{"id":"W2014663468","doi":"10.1046/j.1365-2427.2001.00794.x","title":"The effects of lime addition on aquatic macrophytes in hard water: <i>in situ</i> and microcosm experiments","year":2001,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Macrophyte; Microcosm; Lime; Biomass (ecology); Aquatic plant; Alkalinity; Environmental chemistry; Animal science; Chemistry; Aquatic ecosystem; Nutrient; Ecology; Environmental science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001536418,0.0001005678,0.0001521704,0.00002942238,0.00004401906,0.000008197598,0.0001123062,0.00006946603,0.00008555646],"category_scores_gemma":[0.00001279791,0.00005686031,0.00001895769,0.00004973706,0.0001216783,0.00003303071,0.00007218073,0.00007165925,0.000119741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000454597,"about_ca_system_score_gemma":0.00000176587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007679493,"about_ca_topic_score_gemma":0.00936492,"domain_scores_codex":[0.9991874,0.0001158597,0.0002119693,0.0001901729,0.00005237571,0.0002422997],"domain_scores_gemma":[0.9996362,0.0001466588,0.0000435766,0.0001453767,0.000001381086,0.00002684305],"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":[0.00006497067,0.00008060894,0.2580759,0.00002072386,0.000007093096,0.00001666041,0.0006255443,0.00002011332,0.7378262,0.0001143944,0.000360259,0.002787614],"study_design_scores_gemma":[0.002846421,0.001470169,0.1440989,0.0002562282,0.00001234488,0.00003359498,0.0001225948,0.002898526,0.7875602,0.00986993,0.05033,0.000501113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987338,0.0001409186,0.0000192588,0.0001006482,0.0001497123,0.0002528402,0.00001050928,0.000005297647,0.0005869991],"genre_scores_gemma":[0.9993401,0.0001135418,0.000114758,0.0001208039,0.00001754952,0.00004821561,0.00002942426,0.000006510592,0.0002090592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1139769,"threshold_uncertainty_score":0.5225845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005381717112278511,"score_gpt":0.2109892631735919,"score_spread":0.2056075460613134,"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."}}