{"id":"W2512723353","doi":"10.1111/gwat.12441","title":"On the Importance of Gravity in DNAPL Invasion of Saturated Horizontal Fractures","year":2016,"lang":"en","type":"article","venue":"Ground Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geology; Horizontal and vertical; Petroleum engineering; Geotechnical engineering; Geodesy","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":[0.0002131472,0.00008405639,0.0001200045,0.00002203857,0.00004217125,0.000005857273,0.0001345926,0.00003576503,0.0007576197],"category_scores_gemma":[0.00001822645,0.00003201973,0.00003559324,0.00006458624,0.0001642983,0.000121402,0.00009888873,0.00004833535,0.00007086859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005350661,"about_ca_system_score_gemma":0.000001875895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002789646,"about_ca_topic_score_gemma":0.0006472007,"domain_scores_codex":[0.9992701,0.000049582,0.0001913788,0.0001453611,0.0002018829,0.0001416401],"domain_scores_gemma":[0.9996759,0.00007308732,0.00005548989,0.0001712716,0.000008740136,0.00001545594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001113152,0.0001199828,0.4939564,0.000007253013,0.0000172333,0.000005715302,0.001478024,0.000003573306,0.4885715,0.001146217,0.0009303566,0.0136524],"study_design_scores_gemma":[0.0003033376,0.00009082614,0.7847194,0.00002135524,0.000003755929,9.776677e-7,0.00008939896,0.000001731721,0.2101301,0.002551922,0.002013949,0.00007326611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983962,0.00001244123,0.0002500657,0.0008232631,0.0000611488,0.0001064216,0.000004329873,0.000005441911,0.0003406432],"genre_scores_gemma":[0.9988881,0.000005020231,0.00001079538,0.0001854081,0.000008089565,0.00000952242,0.000002421669,0.000004374221,0.0008862746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290763,"threshold_uncertainty_score":0.8295405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109262887727878,"score_gpt":0.2172056954841798,"score_spread":0.2061130666069011,"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."}}