{"id":"W2377427134","doi":"","title":"Study progress on microbial remedy technology for contaminated soil by petroleum","year":2004,"lang":"en","type":"article","venue":"Dongbei Nongye Daxue xuebao","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Environmental science; Petroleum; Biochemical engineering; Microbial biodegradation; Soil contamination; Contamination; Environmental protection; Biotechnology; Ecology; Engineering; Biology; Soil water; Microorganism; Soil science; Bacteria","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":[0.0005383062,0.000355194,0.0004969799,0.0009445331,0.0004239759,0.0006988865,0.0002167244,0.0004202183,0.001193116],"category_scores_gemma":[0.0003073329,0.0001587626,0.0005632958,0.000971069,0.0002340881,0.001362686,0.0003560718,0.000364042,0.0002503431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003978478,"about_ca_system_score_gemma":0.0008004931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277415,"about_ca_topic_score_gemma":0.001112712,"domain_scores_codex":[0.9997147,0.00005068085,0.0000273252,0.00006303761,0.0001031152,0.00004123948],"domain_scores_gemma":[0.9998753,0.000035198,0.00001722364,0.000009007153,0.00004931845,0.00001384988],"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":[0.0003244142,0.0003576417,0.007454835,0.007239542,0.00013864,0.0006544785,0.00130248,0.002427054,0.532796,0.006291028,0.001074928,0.4399389],"study_design_scores_gemma":[0.00006342351,0.002599653,0.013892,0.0006135993,0.0006769266,0.002144476,0.001692789,0.004971622,0.7859713,0.003906892,0.1833568,0.000110392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6064174,0.3036126,0.05926383,0.001416158,0.0003543826,0.0001455903,0.0002648989,0.0001074374,0.02841767],"genre_scores_gemma":[0.6057076,0.3597865,0.02216125,0.0003649837,0.0002352979,0.00008769437,0.0004047331,0.00002596323,0.01122595],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001277415,"threshold_uncertainty_score":0.003991365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007167544953049547,"score_gpt":0.2188796803515938,"score_spread":0.2117121353985442,"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."}}