{"id":"W6958340802","doi":"10.6073/pasta/7fb396ede46b115aae96b3d7cd1cfd20","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":"Scientific Computing and Data Management","field":"Decision Sciences","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519856,0.0003311848,0.0001859463,0.001066355,0.002004949,0.0006294418,0.0006988102,0.0002331219,0.001069735],"category_scores_gemma":[0.0003277164,0.0001687625,0.0001188002,0.001762256,0.0004751237,0.0001906649,0.0003894193,0.0002338915,0.0003170687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007728602,"about_ca_system_score_gemma":0.008829489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796618,"about_ca_topic_score_gemma":0.9960884,"domain_scores_codex":[0.9997445,0.000007897921,0.000005822807,0.00004978822,0.0001271109,0.00006484128],"domain_scores_gemma":[0.9993468,0.00002044055,0.00006686919,0.00001380265,0.0004226376,0.0001293946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002626761,0.0001494145,0.9134553,0.0001788527,0.00005847952,0.0005821486,0.002477895,0.0008907692,0.02684449,0.0001627196,0.003907192,0.05103021],"study_design_scores_gemma":[0.000004850649,0.00002627603,0.9941491,0.00002117903,0.00001115068,0.00004858091,0.001010828,0.00044518,0.001180869,0.00001805729,0.003075546,0.000008507872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9872254,0.000433156,0.00055774,0.0000854333,0.0000129794,0.00009283271,0.006437858,0.00006866186,0.005085896],"genre_scores_gemma":[0.9798356,0.0005847833,0.003514975,0.000111314,0.00001042006,0.00006836832,0.00622835,0.00001542881,0.009630686],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02033818,"threshold_uncertainty_score":0.05607522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114313882042024,"score_gpt":0.3390446942673446,"score_spread":0.2276133060631423,"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."}}