{"id":"W2346571559","doi":"","title":"Plant Residue Decay in Diverse Canadian Soils","year":2014,"lang":"ko","type":"article","venue":"한국토양비료학회 학술발표회 초록집","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Soil water; Residue (chemistry); Environmental science; Soil science; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0009529209,0.0004901194,0.0006808048,0.002550026,0.004112524,0.00167415,0.001305571,0.000494872,0.0009108377],"category_scores_gemma":[0.001570804,0.0003067278,0.0003567847,0.003894214,0.001442157,0.0006068942,0.0008478691,0.0004411652,0.0001713515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03220947,"about_ca_system_score_gemma":0.01878954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845883,"about_ca_topic_score_gemma":0.9945081,"domain_scores_codex":[0.9990737,0.0000400362,0.00003040355,0.0002139782,0.0002966074,0.0003452977],"domain_scores_gemma":[0.9980422,0.0001266127,0.0002063019,0.0000606909,0.001345983,0.0002181967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001994333,0.0001558614,0.8714713,0.0002769625,0.0002978654,0.0006982991,0.004145827,0.002235466,0.07764497,0.0007246372,0.0009596039,0.03939486],"study_design_scores_gemma":[0.000008041497,0.00004230672,0.9942761,0.000007083492,0.00003567108,0.00009480563,0.001019192,0.0007951841,0.002178969,0.00005132968,0.001473553,0.00001766726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984706,0.0002588427,0.00007936229,0.0000299572,0.000001784865,0.00001029443,0.0003856856,0.000006520905,0.0007568806],"genre_scores_gemma":[0.9980583,0.0002591077,0.0001997728,0.00002461304,0.000001623271,0.000007117968,0.0005110593,0.000007487834,0.0009309869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03220947,"threshold_uncertainty_score":0.2336972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584887705284633,"score_gpt":0.2034683262964942,"score_spread":0.1876194492436479,"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."}}