{"id":"W2203949886","doi":"","title":"Environmental Monitoring and Ecosystem Management in the Oil Sands: Spaceship Earth or Escort Tugboat?","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil sands; Superpower; Context (archaeology); Plan (archaeology); Environmental resource management; Environmental monitoring; Environmental planning; Scholarship; Business; Environmental protection; Environmental science; Political science; Geography; China; Environmental engineering; Asphalt","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001013624,0.0001003222,0.0001297856,0.0004304746,0.005894655,0.005181851,0.0007650575,0.001741242,0.002404813],"category_scores_gemma":[0.001958491,0.0001097509,0.00007466694,0.0009510919,0.008829256,0.002646839,0.001612674,0.001992534,0.00009617575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01813526,"about_ca_system_score_gemma":0.02552343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.82191,"about_ca_topic_score_gemma":0.9417298,"domain_scores_codex":[0.9992896,0.0001712214,0.0000140222,0.00006060384,0.0001613675,0.0003030868],"domain_scores_gemma":[0.9995306,0.0001885532,0.00005443824,0.00003337732,0.00008038541,0.0001125995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002829499,0.00002846143,0.01140819,0.00006595605,0.000007890183,0.0004993243,0.01246308,0.001174576,0.0004322031,0.827216,0.04947083,0.0972051],"study_design_scores_gemma":[0.000007921059,0.0000188515,0.02803113,0.0003040782,0.00001331214,0.0001370785,0.039224,0.0008527364,0.0006424122,0.09621756,0.8345004,0.00005045547],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1323884,0.02087354,0.003044033,0.4098488,0.0007386906,0.00002824556,0.0001924877,0.00007962231,0.4328062],"genre_scores_gemma":[0.9208135,0.007763712,0.001637802,0.01640659,0.0001424552,0.00001253498,0.00007420184,0.00002347721,0.05312579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.17809,"threshold_uncertainty_score":0.3582777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005506397216416411,"score_gpt":0.1831151040454972,"score_spread":0.1776087068290808,"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."}}