{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000604731,0.00004177712,0.00006399715,0.00002223379,0.00001047754,0.000004652982,0.00005300526,0.00003598712,0.0007840461],"category_scores_gemma":[0.00005367608,0.0000381398,0.000009655289,0.0002599124,0.0000256536,0.0001256825,0.00001668077,0.00004498629,0.00009935202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001759291,"about_ca_system_score_gemma":0.000006477758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003487822,"about_ca_topic_score_gemma":0.00009362878,"domain_scores_codex":[0.9995988,0.000007340398,0.00009745131,0.0001185711,0.0001091962,0.00006865164],"domain_scores_gemma":[0.9998537,0.00001302954,0.00004702443,0.00006075939,0.000009457323,0.00001604452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000506393,0.0001988215,0.49208,0.0009030693,0.000008878014,3.461165e-7,0.001227573,0.004010094,0.4885749,0.00005280655,0.0005329091,0.01236],"study_design_scores_gemma":[0.0003843871,0.00009061521,0.103316,0.00004055936,0.000007401111,0.000004121781,0.0001345109,0.0001716774,0.8880737,0.001361816,0.006301592,0.0001136015],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939999,0.0001133385,0.00006679899,0.00004151003,0.00005473654,0.000106275,0.000001600581,0.0000179135,0.005597916],"genre_scores_gemma":[0.9986265,0.00001557762,0.0002188055,0.00003287068,0.000008370142,0.00001200872,0.000003352278,0.000003798624,0.001078769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3994989,"threshold_uncertainty_score":0.8584754,"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."}}