{"id":"W2966530628","doi":"10.1111/fwb.13368","title":"Terrestrial organic matter quantity or decomposition state does not compensate for its poor nutritional quality for <i>Daphnia</i>","year":2019,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Biotieteiden ja Ympäristön Tutkimuksen Toimikunta","keywords":"Daphnia; Daphnia magna; Biology; Organic matter; Algae; Cladocera; Polyunsaturated fatty acid; Incubation; Environmental chemistry; Aquatic ecosystem; Heterotroph; Ecology; Fatty acid; Botany; Zooplankton; Chemistry; Bacteria; Biochemistry; Toxicity","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001004745,0.0002385228,0.0001755028,0.0001226138,0.0001500413,0.00038497,0.0002000255,0.0001925351,0.0007416189],"category_scores_gemma":[0.0001656414,0.0001707824,0.0001646765,0.00008467221,0.0001954139,0.0002464966,0.000313615,0.0003087708,0.0001406727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004355425,"about_ca_system_score_gemma":0.0002498235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834568,"about_ca_topic_score_gemma":0.005167452,"domain_scores_codex":[0.9999138,0.000007239607,0.000009670762,0.00003200573,0.00001466958,0.0000225641],"domain_scores_gemma":[0.9997153,0.00003155276,0.00009873973,0.0000347622,0.00004500632,0.00007449557],"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":[0.0002584562,0.00001772439,0.01285942,0.00004382721,0.0000173788,0.0000463131,0.00002599387,0.00007090336,0.984763,0.00003094105,0.00004419202,0.001821744],"study_design_scores_gemma":[0.00002127981,0.001296219,0.7305362,0.00001393283,0.00007045774,0.0003119275,0.000297689,0.001329487,0.2639064,0.0001198045,0.002076719,0.00001982468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991571,0.0001434792,0.0001590382,0.00002029335,0.000004686396,0.000003492725,0.0001334645,0.00001098926,0.0003674317],"genre_scores_gemma":[0.9989076,0.00006619826,0.0002696525,0.00004509312,0.000002525772,0.000004820867,0.0002344623,0.000004811364,0.0004649692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002834568,"threshold_uncertainty_score":0.005636096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296057009795945,"score_gpt":0.2938289318402964,"score_spread":0.270868361742337,"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."}}