{"id":"W4239795262","doi":"10.1093/obo/9780199874002-0077","title":"Biopedoturbation","year":2014,"lang":"en","type":"reference-entry","venue":"Geography","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedology; Churning; Mixing (physics); Soil water; Geography; Ecology; Physical geography; Earth science; Soil science; Environmental science; Geology; Biology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001908357,0.0008973697,0.0005649302,0.00270293,0.003224936,0.006652264,0.001800237,0.001616672,0.154366],"category_scores_gemma":[0.005182365,0.0005065947,0.000734448,0.004492782,0.001876461,0.004495647,0.004140255,0.001709759,0.08025692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003848857,"about_ca_system_score_gemma":0.005127999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02663079,"about_ca_topic_score_gemma":0.0422588,"domain_scores_codex":[0.9967304,0.0002647294,0.0001970385,0.0005283233,0.001931355,0.0003480842],"domain_scores_gemma":[0.9951038,0.0005471671,0.0003644926,0.0009114649,0.002287473,0.0007854727],"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":[0.0002128586,0.00007350685,0.003959559,0.001774598,0.00002136574,0.0005054359,0.002594084,0.0002864965,0.005475232,0.06583109,0.4635808,0.455685],"study_design_scores_gemma":[0.000002391315,0.00001166096,0.001129515,0.00009508222,0.000003925134,0.0001272148,0.0001315835,0.00003930083,0.0007460737,0.0007756859,0.9969258,0.00001186851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01048223,0.01296048,0.01853777,0.003533453,0.005130662,0.0003522308,0.01221341,0.004677914,0.9321118],"genre_scores_gemma":[0.07265838,0.01639058,0.02395732,0.003730241,0.001090973,0.000363558,0.0155223,0.003589327,0.8626974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.845634,"threshold_uncertainty_score":0.5164056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009714927844066768,"score_gpt":0.1789654694011814,"score_spread":0.1692505415571146,"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."}}