{"id":"W2966893187","doi":"10.3390/pr7080525","title":"High Pressure Injection of Chemicals in a Gravel Beach","year":2019,"lang":"en","type":"article","venue":"Processes","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Concordia University","funders":"","keywords":"TRACER; Plume; Environmental remediation; Environmental science; Geology; Hydrology (agriculture); Bioremediation; Petroleum engineering; Contamination; Geotechnical engineering","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":[0.0001134859,0.0001835721,0.0001521814,0.0001426044,0.0001315111,0.0003727004,0.000149214,0.0001921199,0.0004577182],"category_scores_gemma":[0.0001782001,0.0001046834,0.0001405525,0.0001272115,0.0002156696,0.0001972114,0.0002988706,0.000248753,0.00008499823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256929,"about_ca_system_score_gemma":0.0003064279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003069077,"about_ca_topic_score_gemma":0.00298134,"domain_scores_codex":[0.999912,0.000009334101,0.000005627205,0.00001993886,0.00003798264,0.0000151074],"domain_scores_gemma":[0.9999266,0.00001469077,0.00002731666,0.000005189219,0.00001401434,0.00001221287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006630343,0.00002845001,0.001790435,0.00003121855,0.00000381392,0.00007815613,0.00003411014,0.0003731123,0.9927171,0.00003237763,0.00001189265,0.004833085],"study_design_scores_gemma":[0.00001060802,0.0009383219,0.005934363,0.000005348182,0.00001340899,0.00005189287,0.00006543178,0.003818692,0.9887136,0.00001506932,0.0004264544,0.000006780597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979886,0.00006982826,0.001485266,0.00001303668,0.000003252152,0.00001480232,0.00002556275,0.00003725222,0.0003625145],"genre_scores_gemma":[0.9949819,0.0001327554,0.00380592,0.00001838051,0.000002455772,0.00001310043,0.00004061678,0.000005387224,0.0009994148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003069077,"threshold_uncertainty_score":0.006102443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00464473148436271,"score_gpt":0.2044475126452104,"score_spread":0.1998027811608477,"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."}}