{"id":"W6944083711","doi":"10.17632/nsxgs8392s.1","title":"Deposition data from: Assessing changes in indicators of fish health measured between 1997 and 2019 relative to multiple natural and anthropogenic stressors in Canada’s oil sands region using spatio-temporal modeling","year":2024,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Deposition (geology); HYSPLIT; Atmospheric dispersion modeling; Natural (archaeology); Atmosphere (unit); Hydrology (agriculture); Fugitive emissions","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"],"consensus_categories":[],"category_scores_codex":[0.00046188,0.0002670863,0.0004144986,0.0002239829,0.0001956724,0.0000968099,0.0004806574,0.0001075553,0.00000458937],"category_scores_gemma":[0.00002204719,0.0002645926,0.00001032372,0.0003778158,0.00008375786,0.0006373606,0.001324401,0.0004636862,6.753689e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860642,"about_ca_system_score_gemma":0.0001356682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9217359,"about_ca_topic_score_gemma":0.9956725,"domain_scores_codex":[0.9977475,0.0002946477,0.0004491598,0.000883367,0.0003254051,0.0002998592],"domain_scores_gemma":[0.9987885,0.0001582543,0.0002973877,0.0005966544,0.000004652115,0.0001545949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002578791,0.00007967238,0.7946674,0.002101999,0.0002118282,0.00006478751,0.006067915,0.01477077,0.0002889873,1.944446e-7,0.05615484,0.1253337],"study_design_scores_gemma":[0.000433453,0.00003723186,0.2128813,0.003284793,0.00009986068,0.000007049079,0.001143664,0.7789416,0.0000148662,0.00001307075,0.002741483,0.0004015703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6132156,0.0005439603,0.00008293339,0.0001310773,0.0001044547,0.0001197124,0.3857931,0.00000782647,0.000001303741],"genre_scores_gemma":[0.5313807,0.0008746299,0.000330292,0.00006861905,0.00004166312,0.000002163121,0.467289,0.00001228501,6.62322e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7641709,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358405195885456,"score_gpt":0.2821605931457368,"score_spread":0.2463200735571912,"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."}}