{"id":"W4306923125","doi":"10.1007/s42974-022-00115-5","title":"The challenge of life history traits: a small cladoceran, Ceriodaphnia rigaudi","year":2022,"lang":"en","type":"article","venue":"Community Ecology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zooplankton; Ecology; Animal ecology; Food web; Biology; Ecosystem; Range (aeronautics); Biodiversity; Population; Habitat","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":[0.0002535944,0.0001609115,0.0001488101,0.0002119409,0.0005164342,0.0004148071,0.0004035009,0.0002625022,0.0004475289],"category_scores_gemma":[0.0005854819,0.00007880075,0.00007585056,0.0001280376,0.0005847338,0.0004363277,0.000522295,0.0003249587,0.00009068489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306136,"about_ca_system_score_gemma":0.0002777798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00663754,"about_ca_topic_score_gemma":0.0138792,"domain_scores_codex":[0.999952,0.00001253847,0.000002733112,0.00001359655,0.00000884384,0.00001030506],"domain_scores_gemma":[0.9997357,0.00009386837,0.00005038437,0.00002152895,0.00003119838,0.00006733146],"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":[0.0006354456,0.0002385353,0.3684023,0.0001944818,0.00005511457,0.002168219,0.003086516,0.00265108,0.5277852,0.002430653,0.0007359727,0.09161652],"study_design_scores_gemma":[0.00003140939,0.0005694408,0.9664319,0.000020033,0.00004819169,0.002191691,0.003979022,0.009275219,0.01056132,0.002006423,0.004854649,0.00003061241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992772,0.00007901472,0.0001484265,0.00009184347,0.000001878615,0.000001340115,0.00001569817,0.000002725354,0.0003818924],"genre_scores_gemma":[0.9991907,0.0000653403,0.000310986,0.00006199177,0.000002767642,0.000002707622,0.00003343628,0.000001607259,0.0003304621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00663754,"threshold_uncertainty_score":0.01319784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013057943153639,"score_gpt":0.2058682560894151,"score_spread":0.1757376766578787,"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."}}