{"id":"W7070172077","doi":"","title":"Observational study for impact assessment of global warming on soil carbon dynamics at the 80N Canadian arctic circle region","year":2011,"lang":"ja","type":"other","venue":"Terrestrial Environment Research Center (University of Tsukuba)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Global warming; Arctic; Impact assessment; Environmental impact assessment; Climate change; The arctic; Greenhouse gas; Soil carbon","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001364974,0.0003629049,0.0006091957,0.0003080957,0.0006615754,0.00005538377,0.001062829,0.0002651942,0.00359028],"category_scores_gemma":[0.00009293807,0.0003530133,0.0004172525,0.0002171594,0.0007468617,0.0001348824,0.0005670235,0.0004783085,0.00005804257],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008030136,"about_ca_system_score_gemma":0.0008611094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5681051,"about_ca_topic_score_gemma":0.6183711,"domain_scores_codex":[0.995885,0.0007956754,0.0003956536,0.0007911462,0.001297011,0.0008355717],"domain_scores_gemma":[0.9976566,0.00036559,0.0005589804,0.0009478671,0.0001041559,0.0003667775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01907748,0.0241525,0.7645684,0.001430337,0.006338394,0.0008194952,0.01575094,0.0144765,0.0101885,0.003072785,0.1187468,0.02137787],"study_design_scores_gemma":[0.01334745,0.009415331,0.9026321,0.001316122,0.0007666701,0.00002446755,0.0143476,0.02198013,0.0001076064,0.0002881982,0.03438281,0.001391554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771116,0.00002587703,0.0000797033,0.001646399,0.0006725909,0.002460924,0.001320571,0.00001009539,0.01667226],"genre_scores_gemma":[0.9757391,0.0001778532,0.00006784456,0.00001451996,0.000210888,0.00001055975,0.0002502147,0.00005529759,0.02347371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380636,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442876824181463,"score_gpt":0.3544543424539922,"score_spread":0.2101666600358459,"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."}}