{"id":"W1584567992","doi":"10.1007/s11368-008-0010-8","title":"Urban sediments—a global perspective","year":2008,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Perspective (graphical); Environmental planning; Environmental science; Computer 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":[0.0003751597,0.001031924,0.0005556052,0.003634959,0.000921546,0.004757121,0.0004766601,0.001699943,0.006090198],"category_scores_gemma":[0.0005809573,0.0002710608,0.0003034359,0.00674491,0.002856334,0.003857859,0.002219956,0.001306124,0.0004097648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109665,"about_ca_system_score_gemma":0.001697865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02278914,"about_ca_topic_score_gemma":0.0928706,"domain_scores_codex":[0.999795,0.00006119573,0.00001506861,0.00002639214,0.00004148461,0.00006085962],"domain_scores_gemma":[0.9995599,0.0001078119,0.0001000632,0.00001884499,0.0001281491,0.00008518378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002847878,0.0002352915,0.05493583,0.002826205,0.0002690983,0.00213024,0.003556932,0.01427163,0.001634231,0.3889639,0.0847896,0.4461022],"study_design_scores_gemma":[0.00002403694,0.0002250358,0.07990643,0.001358975,0.0003304564,0.001895265,0.02294791,0.002522629,0.001048751,0.08177715,0.8078938,0.00006956195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.125293,0.4515128,0.005216548,0.2414132,0.003736638,0.00002517547,0.002116034,0.000188218,0.1704983],"genre_scores_gemma":[0.6464099,0.3309613,0.001058817,0.005851463,0.004844981,0.00001172659,0.0004050133,0.00004716169,0.01040978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02278914,"threshold_uncertainty_score":0.04531294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152758669015572,"score_gpt":0.2156010399255375,"score_spread":0.2003251730239803,"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."}}