{"id":"W2067783179","doi":"10.1007/s11368-010-0320-5","title":"Developments and directions of the Journal of Soils and Sediments: 2011 and beyond","year":2010,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Soil water; Milestone; Environmental remediation; Environmental science; Geography; Archaeology; Ecology; Soil 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006515977,0.00009904938,0.000231768,0.00005164823,0.000244428,0.00001374632,0.000145828,0.00009256351,0.0002440697],"category_scores_gemma":[0.000034649,0.0000657667,0.0000304199,0.00005252356,0.0004199227,0.0002344303,0.0002338389,0.0004068484,0.000001274765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000152309,"about_ca_system_score_gemma":0.00002716397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007027905,"about_ca_topic_score_gemma":0.0001308502,"domain_scores_codex":[0.9991719,0.0001190805,0.000371799,0.00007060841,0.0001355298,0.0001310424],"domain_scores_gemma":[0.9992036,0.00009981757,0.0004602041,0.00008345846,0.00003761474,0.0001152965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002336526,0.0003636769,0.5118223,0.00004006469,0.0002789359,0.000006512102,0.004018826,0.00001126752,0.462177,0.00005172951,0.006184385,0.01481156],"study_design_scores_gemma":[0.001644422,0.0004766698,0.9789752,0.00005460215,0.0001169556,0.0005777557,0.0003748245,0.00001548846,0.009583963,0.001823519,0.006231808,0.000124805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982638,0.0004318288,0.000003772413,0.0002333533,0.000406969,0.00005753227,0.000004930365,8.135722e-7,0.0005970106],"genre_scores_gemma":[0.9975954,0.001426639,0.0005578664,0.0002574015,0.00003498495,2.92059e-7,4.028549e-7,0.000004651288,0.0001224031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4671528,"threshold_uncertainty_score":0.2681888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007074568177169901,"score_gpt":0.2179362040749334,"score_spread":0.2108616358977635,"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."}}