{"id":"W2355719072","doi":"","title":"Erosion and Corrosion in Oil Sand Production and Exaction Process","year":2012,"lang":"en","type":"article","venue":"Corrosion & Protection","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Erosion; Production (economics); Oil production; Corrosion; Process (computing); Environmental science; Petroleum engineering; Oil well; Waste management; Engineering; Metallurgy; Geology; Materials science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001928695,0.0003118511,0.0004359506,0.0004333885,0.0002684836,0.0006319836,0.0002756668,0.0004865958,0.000615593],"category_scores_gemma":[0.0005030238,0.0002237208,0.0003531952,0.0003354499,0.0004592825,0.0005665532,0.0003167433,0.0002544922,0.0001103851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000606764,"about_ca_system_score_gemma":0.0002593866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102975,"about_ca_topic_score_gemma":0.005032182,"domain_scores_codex":[0.9997051,0.00004052067,0.00001275369,0.00005489478,0.0001402654,0.00004637732],"domain_scores_gemma":[0.9998477,0.00004497435,0.00004583917,0.0000129177,0.00003986345,0.000008725204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00114968,0.0003163381,0.0596701,0.0006130556,0.0001072581,0.004424492,0.0006333382,0.6045659,0.2019381,0.01796424,0.001553936,0.1070635],"study_design_scores_gemma":[0.00005248487,0.0004622293,0.03966846,0.0000208282,0.00007877657,0.001181441,0.0004424956,0.862993,0.08653328,0.004857619,0.003651896,0.00005749632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947921,0.002141831,0.03877408,0.0002419091,0.00003025238,0.00003128589,0.00006275882,0.0001298217,0.01066693],"genre_scores_gemma":[0.9948198,0.0007641268,0.001766413,0.000007606099,0.000006268378,0.000003576062,0.00002718394,0.000005833501,0.002599227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102975,"threshold_uncertainty_score":0.02047515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787357755635049,"score_gpt":0.2281608081243504,"score_spread":0.2002872305679999,"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."}}