{"id":"W3009132473","doi":"","title":"SOIL MICROBIAL AND ECOSYSTEM SERVICE RESPONSES TO METAL MIXTURES IN CANADIAN SOILS","year":2019,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil water; Ecosystem services; Environmental science; Ecosystem; Environmental chemistry; Ecology; Soil science; Chemistry; Biology","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":[0.0003795,0.0006175219,0.0006175216,0.0007857176,0.001543718,0.001231004,0.0007168408,0.0005800671,0.0007079584],"category_scores_gemma":[0.0006537233,0.0003318951,0.0004052161,0.001545123,0.0006232255,0.0003473963,0.000630433,0.0005811343,0.0001882182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01741857,"about_ca_system_score_gemma":0.01246063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9280215,"about_ca_topic_score_gemma":0.9586501,"domain_scores_codex":[0.9989819,0.00005107333,0.00004385188,0.0002503543,0.0004225998,0.0002501925],"domain_scores_gemma":[0.9992502,0.00004188607,0.00007835988,0.0000256873,0.0004883562,0.0001154448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002131092,0.0002773828,0.1532408,0.000388665,0.0001724347,0.0003762037,0.001215397,0.001889285,0.8182049,0.0003755121,0.000819587,0.02090879],"study_design_scores_gemma":[0.00003677344,0.0009133581,0.8969463,0.00003104716,0.0001368896,0.000189026,0.003175093,0.004229974,0.08730853,0.0001960875,0.006748622,0.0000882493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966503,0.0003362979,0.0002210522,0.0001024933,0.00000583775,0.00004650491,0.001143547,0.00001506215,0.001479],"genre_scores_gemma":[0.9937747,0.0007695371,0.001108204,0.0001197123,0.000003721126,0.00004292307,0.001389026,0.000009275172,0.002782876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07197851,"threshold_uncertainty_score":0.1448048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005913135275610778,"score_gpt":0.1583063561457411,"score_spread":0.1523932208701304,"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."}}