{"id":"W6943462608","doi":"10.15468/hm49kv","title":"EMBRAPA FLORESTAS | Soil macrofauna communities in various land use systems in Itatinga, São Paulo, Brazil","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Acacia mangium; Eucalyptus; Acacia; Litter; Loam; Land use; Plant litter; Soil fertility","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002289746,0.0008379519,0.001093277,0.001114404,0.0005113799,0.0009631458,0.001466919,0.0009963653,0.00009382026],"category_scores_gemma":[0.0008886225,0.0009686605,0.0002124185,0.002108679,0.0003878484,0.003894519,0.001453993,0.001387692,0.3614164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002739844,"about_ca_system_score_gemma":0.0003983733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4033693,"about_ca_topic_score_gemma":0.221941,"domain_scores_codex":[0.9943858,0.001113443,0.001666558,0.0004189443,0.001363252,0.001051951],"domain_scores_gemma":[0.9964243,0.0003765392,0.0009378084,0.001515458,0.0004681619,0.0002777132],"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":[0.0003533139,0.0001395167,0.07136049,0.001081864,0.00009077905,0.00006687257,0.002154306,0.002664544,1.246712e-7,8.316757e-7,0.9219702,0.0001171717],"study_design_scores_gemma":[0.003223816,0.0000933432,0.04936456,0.0001901572,0.00009981012,0.00002574536,0.01794857,0.0001823282,7.564868e-7,0.000008807153,0.9276176,0.00124448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1324684,0.00004765259,0.000002783225,0.00003151803,0.0008782906,0.001137523,0.8650177,0.0003721152,0.00004399485],"genre_scores_gemma":[0.001590963,0.0001492323,0.000007144052,0.0002697253,0.000006709589,0.00003603859,0.9979356,0.000002057931,0.000002540723],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3613226,"threshold_uncertainty_score":0.9992764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027947951234998,"score_gpt":0.2447305271073695,"score_spread":0.2167825758723715,"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."}}