{"id":"W1992771243","doi":"10.1111/j.1365-2427.2009.02231.x","title":"Are dams hotspots for <i>Didymosphenia geminata</i> blooms?","year":2009,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Diatom; Abundance (ecology); Ecology; Bloom; Environmental science; Algal bloom; Plankton; Biology; Phytoplankton; Nutrient","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":[0.0002523207,0.0001317214,0.0001892933,0.000623569,0.0003524717,0.000539546,0.0003116386,0.0002724534,0.001473537],"category_scores_gemma":[0.000954306,0.0001584279,0.0001329775,0.0008955836,0.0003609376,0.000260212,0.0002454823,0.0002008488,0.0001719215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007541641,"about_ca_system_score_gemma":0.0005256156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0465972,"about_ca_topic_score_gemma":0.1294402,"domain_scores_codex":[0.9998146,0.0000337004,0.00001537212,0.00004555856,0.00004468164,0.00004610623],"domain_scores_gemma":[0.9988344,0.0001531164,0.0006589452,0.00003614751,0.0001674608,0.0001499403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003154946,0.000004315272,0.9972302,0.00001097199,0.00001493081,0.00005593676,0.00007050181,0.00003788583,0.0005363761,0.00001540056,0.0002003858,0.001791521],"study_design_scores_gemma":[6.045919e-7,0.00001140225,0.999006,0.000005107873,0.0000113231,0.00007028093,0.0004393702,0.0001055097,0.000105452,0.00001908202,0.0002241844,0.000001795198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986081,0.0002233215,0.0001232353,0.00008913418,0.00000699279,0.000002921056,0.0005457091,0.000009341587,0.0003913257],"genre_scores_gemma":[0.9992249,0.0001254221,0.0001077551,0.00002747535,0.00000757245,0.000002273285,0.0003789233,0.000001834686,0.0001237687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0465972,"threshold_uncertainty_score":0.0926519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053386638589674,"score_gpt":0.2493550087273332,"score_spread":0.2388211423414364,"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."}}