{"id":"W2150348061","doi":"10.3354/ame032275","title":"Effect of phosphorus amendments on present day plankton communities in pelagic Lake Erie","year":2003,"lang":"en","type":"article","venue":"Aquatic Microbial Ecology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Environment and Climate Change Canada; Toronto Metropolitan University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Ecology; Library 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003357305,0.0004519172,0.000594517,0.0003311021,0.00060145,0.0009507042,0.0003684737,0.0006994345,0.001123368],"category_scores_gemma":[0.001020275,0.000438132,0.0002182787,0.000281595,0.0004519784,0.0003843078,0.0007059944,0.0006011142,0.0002004289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009208719,"about_ca_system_score_gemma":0.001024657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01512627,"about_ca_topic_score_gemma":0.03707229,"domain_scores_codex":[0.9995852,0.00008252701,0.0000547846,0.00009827907,0.00006665889,0.0001126117],"domain_scores_gemma":[0.9993662,0.0001606076,0.0001067542,0.00003098266,0.0001614338,0.0001739838],"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":[0.007549786,0.0004486049,0.01039613,0.0002432068,0.0001209165,0.0003412162,0.0003913596,0.0006434105,0.9715327,0.00004433326,0.0001873696,0.00810094],"study_design_scores_gemma":[0.0003883969,0.01379489,0.2429276,0.00009235507,0.0003341342,0.0003095804,0.001581696,0.002249119,0.7310977,0.0001654551,0.006940854,0.0001181814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993449,0.0001702797,0.00004324809,0.00004562027,0.000009691262,0.00000938694,0.0001004427,0.000008817146,0.0002676419],"genre_scores_gemma":[0.9979863,0.0001965268,0.0003707399,0.0001455192,0.00001054845,0.00002204041,0.0002950777,0.00000954931,0.0009635222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01512627,"threshold_uncertainty_score":0.03007644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009221636770010396,"score_gpt":0.2355426139827649,"score_spread":0.2263209772127545,"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."}}