{"id":"W7051708470","doi":"","title":"Palaeolimnological assessment of lake acidification and environmental change in the Athabasca Oil Sands Region, Alberta.","year":2010,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oil sands; Environmental change; Climate change; Hydrology (agriculture); Limnology; Global change; Petroleum","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":[],"consensus_categories":[],"category_scores_codex":[0.00009898678,0.0000967074,0.0001200985,0.00005899105,0.0001280988,0.00001408161,0.0001776243,0.00004252642,0.0001438351],"category_scores_gemma":[0.000001542471,0.00008153505,0.0000436481,0.0001625415,0.0001143532,0.0004944993,0.00007665518,0.0001674969,0.000004756945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000145842,"about_ca_system_score_gemma":0.00002370268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002893984,"about_ca_topic_score_gemma":0.001452778,"domain_scores_codex":[0.9994255,0.00004391147,0.00009275876,0.0001678791,0.0001191737,0.0001507354],"domain_scores_gemma":[0.9996506,0.00006398364,0.00007400957,0.0001720206,0.000006493734,0.00003291126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003751572,0.0001327502,0.9796005,0.000006567384,0.00001525618,0.000005862691,0.001003858,9.450645e-7,0.00160333,0.01552447,0.00005961005,0.002009323],"study_design_scores_gemma":[0.0007490294,0.00003429206,0.991869,0.000008223714,0.0000146911,0.000002645563,0.001504901,0.001767386,0.0003663176,0.0000663891,0.003501135,0.0001160239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996869,0.000006661662,0.0000703431,0.0003820033,0.00005779629,0.000110717,0.0001376178,0.000004489108,0.00236132],"genre_scores_gemma":[0.9987264,0.00002779128,0.00006972215,0.00003031156,0.00004253284,0.000005100119,0.0000718404,0.000003753217,0.001022538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545809,"threshold_uncertainty_score":0.3324903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134057969482286,"score_gpt":0.2091632838956191,"score_spread":0.1978227042007962,"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."}}