{"id":"W4255003897","doi":"10.1190/1.9781560802235.ch8","title":"8. Elastic Property Changes in a Bitumen Reservoir during Steam Injection","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Steam-assisted gravity drainage; Asphalt; Geology; Archaeology; Hydrology (agriculture); Geochemistry; Geomorphology; Geotechnical engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001567971,0.0004414296,0.0006048198,0.0002146529,0.0001282565,0.00004459112,0.0002322256,0.000564831,0.00004471637],"category_scores_gemma":[0.000008143801,0.0003730202,0.0003709931,0.00006742999,0.0001389654,0.0001875446,0.00007948242,0.0009839722,0.00004195238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765265,"about_ca_system_score_gemma":0.00005220448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001145011,"about_ca_topic_score_gemma":0.0007577817,"domain_scores_codex":[0.9983494,0.00001546294,0.0004972881,0.0003917589,0.0004378277,0.0003083104],"domain_scores_gemma":[0.9990368,0.00003460884,0.0002143389,0.0005035824,0.0001315789,0.00007908911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002535317,0.000294499,0.00004595157,0.01309345,0.003471906,0.00005457767,0.04831415,0.5943145,0.310567,0.001136538,0.004909577,0.02354442],"study_design_scores_gemma":[0.0095777,0.00190468,0.001019717,0.01319381,0.001961138,0.0000562646,0.00519937,0.1686879,0.4338329,0.09418812,0.2584886,0.01188984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2202452,0.001296977,0.005873582,0.001017513,0.003171457,0.00434617,0.0002154182,0.002786068,0.7610476],"genre_scores_gemma":[0.7142308,0.0004421214,0.000408356,0.00004075584,0.0009108474,0.0001612959,0.0001506396,0.0002379594,0.2834173],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4939856,"threshold_uncertainty_score":0.9998721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540594109356619,"score_gpt":0.2074456937177619,"score_spread":0.1920397526241957,"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."}}