{"id":"W4251967321","doi":"10.5539/enrr.v3n3p71","title":"Agrosteppe Method","year":2013,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steppe; Ecological succession; Fauna; Biodiversity; Ecosystem; Ecology; Geography; Natural (archaeology); Resistance (ecology); Flora (microbiology); Environmental science; Biology; Paleontology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104628,0.0006825497,0.0005552401,0.001360282,0.0006056562,0.001699153,0.001150814,0.0005163358,0.1127045],"category_scores_gemma":[0.003357089,0.0003161188,0.0006901375,0.001478557,0.000474733,0.0008741361,0.001881147,0.0008111112,0.03949741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053981,"about_ca_system_score_gemma":0.001397622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013275,"about_ca_topic_score_gemma":0.002679841,"domain_scores_codex":[0.9989403,0.0002163835,0.0001140673,0.0002924797,0.0003290662,0.0001077603],"domain_scores_gemma":[0.9989237,0.0002866018,0.00005492338,0.000335302,0.0003574829,0.00004198354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003480367,0.0001610479,0.002584754,0.0007844812,0.00009288821,0.0002879745,0.0004928706,0.001952634,0.01004886,0.07662027,0.06236333,0.8442628],"study_design_scores_gemma":[0.00009804319,0.0001471702,0.00258273,0.0001377076,0.00007983773,0.0009000128,0.0004574046,0.01642765,0.01572534,0.02831118,0.9350853,0.00004767692],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01159954,0.0004673882,0.8851883,0.0001954575,0.0006591718,0.001301056,0.005642577,0.008674419,0.08627216],"genre_scores_gemma":[0.05200449,0.0004871101,0.8542477,0.0003130301,0.00008546435,0.001844793,0.006886973,0.003023839,0.08110658],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1127045,"threshold_uncertainty_score":0.377034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699998088310793,"score_gpt":0.2808693348003055,"score_spread":0.2538693539171976,"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."}}