{"id":"W4312354252","doi":"10.1071/sr21286","title":"Earthworms and soil mesofauna as early bioindicators for landfill restoration","year":2022,"lang":"en","type":"article","venue":"Soil Research","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; Ontario Forest Research Institute","funders":"","keywords":"Soil mesofauna; Soil biology; Topsoil; Environmental science; Land reclamation; Earthworm; Bioindicator; Soil quality; Soil health; Ecology; Soil organic matter; Soil science; Soil water; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001390435,0.00006814424,0.0001000699,0.00004068858,0.001281468,0.00006720285,0.0001979252,0.00006631358,0.0009919308],"category_scores_gemma":[0.0001209593,0.0000297131,0.00003818526,0.0003542542,0.0001230939,0.00009602042,0.0002018145,0.0002624721,0.000110803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004603916,"about_ca_system_score_gemma":0.00004017176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039945,"about_ca_topic_score_gemma":0.002212915,"domain_scores_codex":[0.9986904,0.0002232053,0.0001169469,0.000266399,0.0002914474,0.0004116054],"domain_scores_gemma":[0.9994346,0.0003093842,0.0000314713,0.00005150564,0.00006994101,0.0001030414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001767205,0.0006980613,0.4105611,0.00007547183,0.0001339738,0.0000633574,0.002714207,0.00006362354,0.07864778,0.03333701,0.09043498,0.3815032],"study_design_scores_gemma":[0.001047265,0.00701015,0.3330157,0.000008997278,0.0000135845,0.00003223555,0.004347212,0.001144317,0.01100967,0.02502719,0.6168239,0.0005197722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931548,0.0001196932,7.066259e-7,0.003110063,0.000100165,0.0003158712,0.00003870819,0.00002799354,0.003131985],"genre_scores_gemma":[0.9968753,0.00002704478,0.00001269976,0.0001913325,0.0001593756,0.0002758111,0.00006698087,0.000001050547,0.00239044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5263889,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06649928838219381,"score_gpt":0.296857568040704,"score_spread":0.2303582796585101,"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."}}