{"id":"W2092728790","doi":"10.1002/etc.745","title":"Changes in liquid water alter nutrient bioavailability and gas diffusion in frozen antarctic soils contaminated with petroleum hydrocarbons","year":2011,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Soil water; Bioremediation; Environmental chemistry; Chemistry; Nutrient; Hydrocarbon; Contamination; Bioavailability; Petroleum; Environmental science; Soil science; Ecology","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":[0.0001388106,0.0003795444,0.0002457886,0.0002889434,0.0002236197,0.0005330134,0.0003043631,0.00025121,0.0007009712],"category_scores_gemma":[0.0002970752,0.0002173437,0.0001511004,0.000368072,0.0004397425,0.0004016083,0.0003173333,0.0002617994,0.0001305144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006081716,"about_ca_system_score_gemma":0.0003461053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195778,"about_ca_topic_score_gemma":0.01320239,"domain_scores_codex":[0.9998747,0.00001823567,0.000009808882,0.00003211381,0.00003162212,0.00003350889],"domain_scores_gemma":[0.9997306,0.00006120036,0.0001044505,0.00001421336,0.00005568919,0.00003385928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006086965,0.00004064977,0.02333986,0.0001574171,0.00005671481,0.0001350497,0.0001556042,0.0007393984,0.970547,0.00004428561,0.00005359357,0.004121807],"study_design_scores_gemma":[0.0000518127,0.001347654,0.4456359,0.00006125849,0.0001189956,0.0002767193,0.001780077,0.004001806,0.5436309,0.0003786877,0.00266549,0.00005062955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991678,0.0002055231,0.000128571,0.00001451819,0.000002083137,0.000006541684,0.0002176399,0.000005051518,0.000252292],"genre_scores_gemma":[0.9982603,0.0004900253,0.0004361038,0.00003723053,0.000002423493,0.00001849879,0.0003944575,0.000008031574,0.0003529453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01195778,"threshold_uncertainty_score":0.02377641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097568866422545,"score_gpt":0.1792513447585643,"score_spread":0.1682756560943388,"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."}}