{"id":"W4232812084","doi":"10.1111/sum.12211","title":"Editorial","year":2015,"lang":"en","type":"editorial","venue":"Soil Use and Management","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Public relations; Library science; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003391996,0.001603204,0.001350527,0.002577737,0.002653825,0.007218859,0.002325555,0.00436058,0.2561978],"category_scores_gemma":[0.0245175,0.0004927393,0.001224582,0.001026622,0.001225591,0.004186446,0.002278152,0.005547081,0.1548674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936216,"about_ca_system_score_gemma":0.003496231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009490154,"about_ca_topic_score_gemma":0.001579657,"domain_scores_codex":[0.9956281,0.0005221426,0.0004412053,0.0009256986,0.002085004,0.0003978875],"domain_scores_gemma":[0.9799162,0.003389372,0.0009982863,0.001524516,0.01070197,0.003469576],"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":[0.0000202224,0.000008071256,0.00003802339,0.00009995814,0.000003155774,0.00006881116,0.0000198124,0.00001217536,0.00005611578,0.0007802422,0.9847135,0.01417987],"study_design_scores_gemma":[0.000007612578,0.00001061968,0.00008119123,0.0001293882,0.000003414365,0.0001243255,0.00003325872,0.0000172439,0.00005565337,0.0005779245,0.9989551,0.000004259649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001952624,0.005483685,0.000500509,0.03824016,0.9069607,0.00006758701,0.0006514522,0.0004195527,0.04748104],"genre_scores_gemma":[0.00458244,0.01062566,0.001066319,0.04396365,0.6653781,0.0001360223,0.001842935,0.0007437357,0.2716611],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2561978,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514847227092164,"score_gpt":0.2201882832462539,"score_spread":0.2050398109753323,"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."}}