{"id":"W3094235830","doi":"","title":"Death by a thousand cuts : impacts of in situ oil sands development on Alberta's boreal forest","year":2006,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Wildlife; Environmental science; Taiga; Geography; Clearance; Boreal; Snag; Environmental protection; Habitat; Forestry; Ecology; Archaeology; Asphalt","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":[0.0003837459,0.0002661366,0.0001175579,0.0006740881,0.003362123,0.001336818,0.0008034138,0.000395836,0.002315181],"category_scores_gemma":[0.0006577693,0.00008872461,0.0001661146,0.0008699608,0.00103031,0.0003278805,0.001079942,0.000503468,0.0001563703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008700475,"about_ca_system_score_gemma":0.005963807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8299869,"about_ca_topic_score_gemma":0.9773762,"domain_scores_codex":[0.9995202,0.00007506619,0.000008211425,0.00002821059,0.0001569556,0.0002113483],"domain_scores_gemma":[0.9994691,0.00005309071,0.00009661849,0.00001515229,0.0001960635,0.0001698815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007450802,0.0005467941,0.8608809,0.0001522352,0.0001018493,0.006756702,0.01510247,0.001977796,0.004200794,0.001741426,0.00885888,0.09893508],"study_design_scores_gemma":[0.00001664725,0.000412376,0.9229398,0.00006636725,0.00005398801,0.0008221013,0.05754444,0.0006235124,0.0008095503,0.00034671,0.01633719,0.00002732391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853914,0.0002612331,0.00006678647,0.0003767231,0.00001548327,0.00002406754,0.0002609793,0.00001326922,0.01358992],"genre_scores_gemma":[0.9930528,0.0004759122,0.0001679338,0.0001696267,0.000007601385,0.000008119297,0.0002338463,0.00000324344,0.005880905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1700131,"threshold_uncertainty_score":0.3420286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006383574250632665,"score_gpt":0.2179827891329336,"score_spread":0.211599214882301,"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."}}