{"id":"W4401323312","doi":"10.1016/j.ejsobi.2024.103655","title":"Homogeneous earthworm communities in Southern Ontario","year":2024,"lang":"en","type":"article","venue":"European Journal of Soil Biology","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Canada First Research Excellence Fund","keywords":"Earthworm; Homogeneous; Ecology; Environmental science; Geography; Biology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002200765,0.0001405237,0.0003092498,0.001587638,0.002646434,0.0009772042,0.0004371039,0.0002289265,0.001468794],"category_scores_gemma":[0.0008878947,0.0002547641,0.000147656,0.001759456,0.001243395,0.0003860391,0.001096611,0.0001597837,0.0001614925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01028713,"about_ca_system_score_gemma":0.007757838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.95431,"about_ca_topic_score_gemma":0.9920615,"domain_scores_codex":[0.9996749,0.00002380117,0.00001654812,0.00007424291,0.00007604057,0.000134416],"domain_scores_gemma":[0.9992653,0.00005781957,0.0001580793,0.0000259347,0.0002779087,0.0002150196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000314183,0.00003829545,0.9632712,0.00009648265,0.00007198402,0.0004319288,0.01622445,0.0002364489,0.01132625,0.0003008972,0.0003138351,0.007373997],"study_design_scores_gemma":[0.000003172047,0.00001217344,0.9951057,0.000005013356,0.000008138457,0.00002587929,0.004145777,0.00006526012,0.0001037239,0.00002559047,0.0004957012,0.000003794326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991892,0.00004117694,0.00002119422,0.0000130993,5.286412e-7,0.000006267849,0.0001404975,0.000001665355,0.0005865141],"genre_scores_gemma":[0.9990718,0.00006294417,0.00006146737,0.00001245317,7.059787e-7,0.000005006399,0.0001709588,0.000001717474,0.0006127189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04569,"threshold_uncertainty_score":0.09191811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890950974189109,"score_gpt":0.1928602442871175,"score_spread":0.1639507345452264,"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."}}