{"id":"W3047106245","doi":"","title":"Assessing the potential environmental impact of Athabasca oil sands development in lakes across Northwest Saskatchewan","year":2011,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oil sands; Geology; Environmental impact assessment; Environmental protection; Environmental science; Asphalt; Geography; Physical geography; Mining engineering; Archaeology; Ecology","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":[0.0003681059,0.0003200342,0.000204311,0.0008566554,0.001331042,0.001449878,0.0005761483,0.000370734,0.0009233434],"category_scores_gemma":[0.0007816025,0.0002273191,0.0002722813,0.001579738,0.0005893481,0.0005494383,0.001107657,0.0003117726,0.0001195772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01151765,"about_ca_system_score_gemma":0.01109388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9047086,"about_ca_topic_score_gemma":0.9794287,"domain_scores_codex":[0.9996647,0.00008020198,0.00002020008,0.00003683734,0.00008231834,0.0001157466],"domain_scores_gemma":[0.9994622,0.0000884426,0.00007409105,0.00002416575,0.0002600728,0.00009103295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001976924,0.00008999788,0.9680803,0.00005425763,0.0002165771,0.000768936,0.001030274,0.006659263,0.006782492,0.0005572372,0.000620858,0.01494197],"study_design_scores_gemma":[0.00001242776,0.00003620165,0.9850029,0.00003053707,0.00007387545,0.00005894456,0.006830171,0.00543596,0.001253567,0.0002079413,0.001043343,0.00001410875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996963,0.0000482556,0.0001142592,0.0001143536,0.000001904671,0.00002427522,0.000337884,0.000006607453,0.002389553],"genre_scores_gemma":[0.9987219,0.00008900528,0.0002885672,0.0000393127,8.11068e-7,0.00001386563,0.0001414647,0.000002242198,0.0007028122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09529144,"threshold_uncertainty_score":0.1917052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502623173564863,"score_gpt":0.2593505502115055,"score_spread":0.2443243184758569,"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."}}