{"id":"W3021487863","doi":"10.1016/b978-0-12-415955-6.00002-5","title":"The Soil Habitat","year":2014,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Habitat; Vegetation (pathology); Ecology; Biodiversity; Environmental science; Population; Range (aeronautics); Earth science; Geography; Geology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002849629,0.0003009802,0.0002786398,0.000007400622,0.0003713434,0.0001120638,0.0004676702,0.0002863556,0.0001241856],"category_scores_gemma":[0.00002184694,0.00008594205,0.0003275865,0.00001042013,0.0001891354,0.000009316515,0.0001293932,0.0003454912,0.00028951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003376259,"about_ca_system_score_gemma":0.00001335196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002000528,"about_ca_topic_score_gemma":0.00303197,"domain_scores_codex":[0.9987648,0.00003428185,0.0002685874,0.000319758,0.0003081931,0.0003044464],"domain_scores_gemma":[0.9991724,0.0003126167,0.0001643415,0.0001559559,0.00007720698,0.0001174574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007468901,0.00000133308,0.00001766879,0.000003395509,0.00002566667,0.000003579426,0.000007322066,7.95506e-8,0.0001313024,0.01210983,0.0003615201,0.9873309],"study_design_scores_gemma":[0.00004408226,0.00007686769,0.0002074883,0.00003904879,0.00003415745,0.000009278408,0.000005483591,0.00003503186,0.00002410437,0.01788313,0.9813745,0.0002667979],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006327845,0.0009240577,7.286661e-8,0.0004358939,0.0004132382,0.000207208,0.0000227237,0.00008703999,0.9915819],"genre_scores_gemma":[0.005890933,0.0001690163,0.000007162238,0.0007228512,0.0008246675,0.00001839203,0.00003611836,0.000004678431,0.9923262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9870641,"threshold_uncertainty_score":0.3721162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238127471404213,"score_gpt":0.1986711059008226,"score_spread":0.1862898311867805,"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."}}