{"id":"W3203136342","doi":"10.1016/j.soilbio.2021.108435","title":"Soil fauna actively change their diet to survive stress","year":2021,"lang":"en","type":"article","venue":"Soil Biology and Biochemistry","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Fauna; Soil biology; Ecology; Biology; Stress (linguistics); Environmental science; Soil water","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001393632,0.0003082274,0.0002657297,0.00002730014,0.0001619837,0.00003311461,0.0002430329,0.0005000021,0.00003789153],"category_scores_gemma":[0.0001030573,0.0002849941,0.0001022534,0.0001003122,0.0002258071,0.00000393755,0.0004118783,0.0001811653,0.00001329261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463203,"about_ca_system_score_gemma":0.0001071441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005345415,"about_ca_topic_score_gemma":0.0003096351,"domain_scores_codex":[0.9984302,0.00008259976,0.0001991575,0.0007720279,0.00007255324,0.0004434581],"domain_scores_gemma":[0.999041,0.00002204931,0.00007512808,0.0004850174,0.0001640254,0.0002128456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009687378,0.00009802049,0.01736975,0.00005648371,0.000112862,0.000008693343,0.0003714909,0.000004901488,0.9784625,0.00002597498,0.0006146173,0.002777895],"study_design_scores_gemma":[0.0003527913,0.0002204735,0.009255584,0.00002114848,0.00002402689,0.0000333684,0.0006045721,0.00001052884,0.9829308,0.0001896777,0.005969818,0.0003872085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947083,0.00254865,0.000342396,0.0009683786,0.0002500227,0.0001173212,0.0003744513,0.00002553649,0.0006649676],"genre_scores_gemma":[0.9952211,0.0008554031,0.000263473,0.001407153,0.0007011046,0.00004088895,0.0007655444,0.00002768505,0.0007175862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008114169,"threshold_uncertainty_score":0.9999602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642217365343119,"score_gpt":0.2533086738503845,"score_spread":0.2368865001969533,"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."}}