{"id":"W3161368025","doi":"10.3389/frym.2021.547660","title":"Earthworms of the World","year":2021,"lang":"en","type":"article","venue":"Frontiers for Young Minds","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Earthworm; Tropics; Species richness; Oligochaeta (plant); Ecology; Geography; Global biodiversity; Biology; Agroforestry; Biodiversity","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":[],"consensus_categories":[],"category_scores_codex":[0.00007956743,0.00005385428,0.0001076167,0.000004680579,0.0001299895,0.00001098945,0.0001455905,0.00004740289,0.0004037352],"category_scores_gemma":[0.00002286699,0.00001689468,0.0001210675,0.0002109943,0.00005569979,0.00003956968,0.00003837947,0.0000466407,0.000006426248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001074484,"about_ca_system_score_gemma":0.00001222339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001818,"about_ca_topic_score_gemma":0.003665676,"domain_scores_codex":[0.9995406,0.000021143,0.0001074264,0.0001163765,0.00005341532,0.0001610915],"domain_scores_gemma":[0.9998055,0.00002778947,0.00004874044,0.00004695709,0.0000470623,0.00002391884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007473591,0.0001518341,0.371633,0.00001816708,0.00009410665,0.000003909418,0.0001913809,0.000008033066,0.05751404,0.003280381,0.4773276,0.08970275],"study_design_scores_gemma":[0.0002043479,0.00008527919,0.1636474,0.000009135787,0.00002479491,0.000006825006,0.0005708178,0.0001762057,0.08760794,0.001894878,0.7456412,0.0001311418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861263,0.0001933242,0.00004956266,0.001879861,0.001621289,0.0001538719,0.00004194522,0.00001074741,0.009923095],"genre_scores_gemma":[0.9720299,0.000003584814,0.0006379658,0.0002759902,0.000142704,0.00001917307,0.00002624456,4.408621e-7,0.02686402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2683136,"threshold_uncertainty_score":0.4420618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293388435559458,"score_gpt":0.1886458885861564,"score_spread":0.1757120042305618,"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."}}