{"id":"W2773985565","doi":"10.1007/978-3-319-70548-4_87","title":"Biostimulation of Microbial Community by Carob (Ceratonia siliqua) to Degrade Total Petroleum Hydrocarbon (TPH) in Contaminated Soil","year":2017,"lang":"en","type":"book-chapter","venue":"Advances in Science, Technology & Innovation/Advances in science, technology & innovation","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Ceratonia siliqua; Biostimulation; Total petroleum hydrocarbon; Contamination; Soil contamination; Environmental chemistry; Environmental science; Biology; Chemistry; Botany; Bioremediation; Ecology","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":[0.00004804978,0.0002018048,0.0001147072,0.0001428268,0.00009060424,0.0001876979,0.0001336381,0.0001977469,0.0006736754],"category_scores_gemma":[0.00003330354,0.0000757735,0.0002279861,0.0001777039,0.00007712926,0.000178799,0.0001630554,0.0001778257,0.0003333999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738552,"about_ca_system_score_gemma":0.0001758136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009599188,"about_ca_topic_score_gemma":0.002277572,"domain_scores_codex":[0.9999739,0.000001924539,0.000001042595,0.000005796835,0.00001193214,0.000005446568],"domain_scores_gemma":[0.9999925,0.000001532259,0.000001086881,6.124483e-7,0.000002517769,0.000001785576],"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":[0.0000262951,0.0000189107,0.0001565618,0.0001187812,0.000003115673,0.00008804082,0.00003497897,0.00013048,0.972863,0.0003119842,0.0003360077,0.02591182],"study_design_scores_gemma":[0.00001017112,0.0004077153,0.005126185,0.00005812744,0.00002049585,0.0004456739,0.00009306561,0.001057615,0.9541719,0.0004921372,0.03810383,0.0000131891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206865,0.02817781,0.00732895,0.0007383516,0.0003630733,0.0000585408,0.0006766745,0.0001758496,0.04179428],"genre_scores_gemma":[0.8559572,0.02279854,0.01270628,0.0003560893,0.0000937466,0.00007521553,0.001424525,0.00008585223,0.1065025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009599188,"threshold_uncertainty_score":0.002253711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008939490727434541,"score_gpt":0.2711296745053272,"score_spread":0.2621901837778927,"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."}}