{"id":"W1561503807","doi":"10.5772/7096","title":"Applications of CFD in Natural Gas Processing and Transportation","year":2010,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Resources Canada; Atlantic Canada Opportunities Agency","keywords":"Computational fluid dynamics; Natural gas; Fluent; Computer science; Software package; Software; Mechanical engineering; Engineering; Aerospace engineering; Waste management; Programming language","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004405534,0.0001140007,0.0001422526,0.00004196979,0.00004286867,0.000006142885,0.00008260572,0.0001162656,0.00007825756],"category_scores_gemma":[0.000001915351,0.000100877,0.00002944649,0.000009937598,0.0002905538,0.00002750876,0.00002299618,0.0002825076,0.00001143498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001976291,"about_ca_system_score_gemma":0.000006968643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005290296,"about_ca_topic_score_gemma":0.00114153,"domain_scores_codex":[0.9994454,0.000001555314,0.0001769232,0.0001820344,0.0001139506,0.00008010228],"domain_scores_gemma":[0.9997877,0.00001145954,0.00008776924,0.00008576588,0.000007747944,0.00001948897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001568002,0.00001924951,0.001382912,0.0001428127,0.00001501982,0.000006842213,0.002165423,4.536886e-7,0.1441707,0.002131921,0.00003696624,0.849912],"study_design_scores_gemma":[0.0008226084,0.0001294401,0.01229295,0.001162232,0.0001240783,0.0000170469,0.0003235837,0.00003739707,0.1728924,0.1466113,0.6643673,0.001219656],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03249725,0.0005002707,0.0009320712,0.0001371541,0.00008266525,0.0007384372,0.00003644387,0.00005616652,0.9650195],"genre_scores_gemma":[0.9368758,0.000015974,0.0006544788,0.00003143808,0.00002895847,0.00003370304,0.000007478537,0.00001435718,0.06233781],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9043785,"threshold_uncertainty_score":0.4113644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007506949845250693,"score_gpt":0.2176564368387308,"score_spread":0.2101494869934801,"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."}}