{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004327226,0.0001828414,0.0003337527,0.00002709415,0.0001215402,0.00003395954,0.0002285015,0.0001345521,0.004588437],"category_scores_gemma":[0.00002245986,0.0001176685,0.0001081504,0.00004748431,0.00007154846,0.0001209815,0.00009423258,0.00007529562,0.001245064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000860357,"about_ca_system_score_gemma":0.00001625819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003189844,"about_ca_topic_score_gemma":0.0108345,"domain_scores_codex":[0.998507,0.0001295058,0.0004529712,0.0004312424,0.00009774135,0.0003815939],"domain_scores_gemma":[0.9992027,0.0003212182,0.0001803735,0.0002051151,0.00001847741,0.00007207516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002677647,0.000217001,0.2693421,0.0002248272,0.00007601231,0.000001506009,0.0001319307,0.00009450134,0.7165474,0.001284746,0.009215897,0.0001863855],"study_design_scores_gemma":[0.0193365,0.003536563,0.09068523,0.0001711948,0.0001472873,0.0000737784,0.00009835642,0.05927429,0.3225624,0.03172178,0.4697012,0.002691432],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837909,0.000005564427,0.007894366,0.0008128113,0.001100303,0.001385818,0.004893865,0.00003218595,0.00008422258],"genre_scores_gemma":[0.9911796,0.000004179058,0.004619577,0.001100811,0.0001932696,0.0001539704,0.001155311,0.00002289296,0.001570327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4604852,"threshold_uncertainty_score":0.9995326,"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."}}