{"id":"W2104985648","doi":"10.1111/j.1745-6584.2006.00253.x","title":"On Cavity Flow Permeability Testing of a Sandstone","year":2007,"lang":"en","type":"article","venue":"Ground Water","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Permeability (electromagnetism); Geology; Flow (mathematics); Volumetric flow rate; Geotechnical engineering; Mechanics; Petroleum engineering; Materials science; Physics; Chemistry","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":[0.0003738091,0.00009740389,0.0001542872,0.00006705758,0.0000461046,0.00001139283,0.00007913078,0.00006198463,0.000123826],"category_scores_gemma":[0.0000494417,0.00006340082,0.00006935874,0.00009149242,0.00003417024,0.00004505139,0.00001836073,0.0001324802,0.00005187556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005146507,"about_ca_system_score_gemma":0.000002583688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002635225,"about_ca_topic_score_gemma":0.00006814846,"domain_scores_codex":[0.9993006,0.00001206029,0.0001840944,0.0001181853,0.0001355547,0.0002494924],"domain_scores_gemma":[0.9995666,0.0001113614,0.00001047291,0.0002264772,0.00002770701,0.00005738796],"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":[0.00005852983,0.0001765684,0.01731617,0.0004468495,0.0002087949,0.00004161659,0.002360085,0.9023167,0.05816538,0.00001846546,0.0004225667,0.01846829],"study_design_scores_gemma":[0.001212387,0.0002361948,0.1991876,0.000158747,0.0001480334,0.00002779299,0.0001295893,0.2477163,0.5431426,0.003713816,0.003429366,0.0008975586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884725,0.00002618982,0.004313954,0.00004479061,0.0001037921,0.00003735308,0.000002200134,0.00008418977,0.006915021],"genre_scores_gemma":[0.9990119,0.000001064701,0.0006273275,0.00001699449,0.00007960192,0.000001588397,0.000006216555,0.00001358108,0.0002417642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6546004,"threshold_uncertainty_score":0.258541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195429376070972,"score_gpt":0.2184421697653224,"score_spread":0.2064878760046126,"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."}}