{"id":"W6920745627","doi":"10.6073/pasta/043c6ebb2e2294ab96f0bdcaff10601e","title":"Long-term monitoring of peatlands located near oil sands mining activities surrounding Fort McMurray, Alberta, Canada (2009-Present)","year":2021,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ombrotrophic; Oil sands; Peat; Sedimentary depositional environment; Bog; Precipitation; Hydrology (agriculture); Groundwater; Surface mining","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005193473,0.001377665,0.001635651,0.0003204394,0.000586638,0.0002916839,0.002646667,0.0005043222,0.002426055],"category_scores_gemma":[0.0003263873,0.001562331,0.0001819897,0.0004741806,0.0009950582,0.001832434,0.004019324,0.001274215,0.0001327755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002656954,"about_ca_system_score_gemma":0.001504822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3791322,"about_ca_topic_score_gemma":0.3931884,"domain_scores_codex":[0.9927582,0.0005785272,0.001307324,0.001939137,0.002102295,0.001314534],"domain_scores_gemma":[0.9931316,0.001322198,0.001496153,0.003594816,0.00002983047,0.0004253791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001899212,0.0004395592,0.07270429,0.0004567467,0.001571283,0.0008378372,0.0004751414,0.00005851791,0.0003298907,2.218855e-7,0.9224471,0.0004895139],"study_design_scores_gemma":[0.00492163,0.0004496187,0.1149548,0.004833267,0.002929914,0.0003556512,0.01737569,0.0003027257,0.01005895,0.000001699965,0.8385106,0.00530548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1489407,0.001077335,0.000003204478,0.00001307346,0.001149449,0.0002726428,0.8482822,0.00002933958,0.0002321426],"genre_scores_gemma":[0.1394147,0.00105373,0.0001248813,0.00004168848,0.0006474266,0.00008098351,0.8581505,0.0002489754,0.0002371453],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08393651,"threshold_uncertainty_score":0.9998974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04030719317200175,"score_gpt":0.2745178028570125,"score_spread":0.2342106096850108,"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."}}