{"id":"W2093500521","doi":"10.1007/s10452-005-9011-5","title":"Ecology of Dictyosphaerium pulchellum Wood (Chlorophyta, Chlorococcales) in a shallow, acid, forest lake","year":2005,"lang":"en","type":"article","venue":"Aquatic Ecology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Commonwealth Scholarship Commission; McGill University","keywords":"Chlorophyta; Ecology; Biology; Ecosystem; Forest ecology; Algae; Botany","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001013067,0.0001513819,0.000268924,0.0005252891,0.001430153,0.0005151986,0.0002812446,0.0003396031,0.000776253],"category_scores_gemma":[0.0002033308,0.000263001,0.0001177016,0.0003906066,0.0006309625,0.0003634672,0.001080832,0.0002133338,0.0001338465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009032858,"about_ca_system_score_gemma":0.0007679983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03977031,"about_ca_topic_score_gemma":0.1546849,"domain_scores_codex":[0.9999257,0.000006658752,0.000004106001,0.00001362506,0.00001496213,0.0000348712],"domain_scores_gemma":[0.9997782,0.00002347763,0.00003478137,0.000004170229,0.00004351724,0.000115796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001098895,0.0001623736,0.765175,0.0001345429,0.00004155021,0.0008906273,0.005416695,0.0005467309,0.2168991,0.0002621537,0.0002298328,0.009142455],"study_design_scores_gemma":[0.000007711629,0.0001510167,0.9970371,0.000003431139,0.000009443837,0.0001156786,0.001160464,0.0002898911,0.0009893973,0.00002441087,0.0002073957,0.00000399602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997864,0.00001275658,0.00001118004,0.000004818372,2.118685e-7,0.000001114191,0.00001605704,9.519114e-7,0.000166344],"genre_scores_gemma":[0.9996544,0.00001990078,0.00005469619,0.00001021397,6.310737e-7,0.000002591751,0.00004025083,7.879437e-7,0.0002164971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03977031,"threshold_uncertainty_score":0.07907766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005760656909401356,"score_gpt":0.2071566524890236,"score_spread":0.2013959955796222,"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."}}