{"id":"W3110288628","doi":"10.4095/326972","title":"Assessment of potential impacts of oil and gas development activities on shallow aquifers in the Fox Creek area (AB)","year":2020,"lang":"en","type":"report","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Aquifer; Geology; Fossil fuel; Hydrology (agriculture); Petroleum engineering; Fishery; Environmental science; Groundwater; Geotechnical engineering; Ecology; Biology","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":[0.0003445734,0.0002109617,0.0001244392,0.000809347,0.0004460209,0.00104304,0.0002595155,0.0002165767,0.00100709],"category_scores_gemma":[0.0004250961,0.00009295906,0.0001331835,0.000897731,0.0002546056,0.000292934,0.0004165957,0.0001218747,0.0001007412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003978829,"about_ca_system_score_gemma":0.004759634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6244115,"about_ca_topic_score_gemma":0.8477361,"domain_scores_codex":[0.9997255,0.00002958995,0.000006218441,0.00002126472,0.0001702632,0.00004705766],"domain_scores_gemma":[0.9996593,0.00005800444,0.00002543738,0.000007857051,0.0001818055,0.00006764929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000299815,0.0003036267,0.7998618,0.0001157341,0.00007518944,0.001008247,0.000796079,0.06053125,0.0110093,0.001337876,0.002331246,0.1223298],"study_design_scores_gemma":[0.00002500688,0.0003403331,0.9096074,0.00004752663,0.00008126078,0.0001174452,0.004202807,0.06893683,0.008354176,0.0008238979,0.007431255,0.00003211828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894829,0.00009833793,0.001102043,0.00007333623,0.000002484096,0.00006833198,0.0007158768,0.00003255865,0.008424089],"genre_scores_gemma":[0.9932364,0.0001997857,0.001406853,0.00001245439,0.000001096544,0.00001891319,0.0005919591,0.00000368677,0.004529038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3755885,"threshold_uncertainty_score":0.7556009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067878770916786,"score_gpt":0.3143138034266786,"score_spread":0.2736350157175108,"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."}}