{"id":"W4312274872","doi":"10.2139/ssrn.4237362","title":"Homogeneous Earthworm Communities in Southern Ontario","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Earthworm; Homogeneous; Geography; Environmental science; Ecology; Biology; Physics; Statistical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000220749,0.0001416724,0.0002960937,0.001719807,0.002686525,0.001047681,0.0004136261,0.000226532,0.001585281],"category_scores_gemma":[0.0009055539,0.0002536792,0.0001397276,0.001741135,0.001185792,0.000406415,0.001118439,0.0001649953,0.0001773228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009851665,"about_ca_system_score_gemma":0.007536509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9504018,"about_ca_topic_score_gemma":0.9923053,"domain_scores_codex":[0.9996846,0.00002055867,0.00001679734,0.00007769596,0.0000770099,0.0001233457],"domain_scores_gemma":[0.9992476,0.0000561142,0.0001673578,0.00002513513,0.0002901129,0.0002138616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002801357,0.00003251731,0.9637678,0.0001000324,0.00006246714,0.0003498991,0.01473828,0.0002398709,0.01230208,0.0003134939,0.0003337549,0.007479642],"study_design_scores_gemma":[0.000002814333,0.00001304314,0.9954854,0.000005049776,0.000007685514,0.00002213845,0.003695047,0.00006667843,0.0001138609,0.00002523949,0.0005597122,0.000003421026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989663,0.00004460062,0.00002650877,0.00001335393,6.222778e-7,0.00000764221,0.000186116,0.000002101832,0.0007528797],"genre_scores_gemma":[0.9988738,0.00006808524,0.00007281327,0.00001365117,8.149809e-7,0.00000570459,0.0001935999,0.000002075339,0.0007695144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04959822,"threshold_uncertainty_score":0.09978056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139435303526455,"score_gpt":0.1749857958341135,"score_spread":0.161042265481468,"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."}}