{"id":"W2192110968","doi":"","title":"Review of Isolation of Potential Dehalogenase Marine Bacteria that can Degrade 2, 2-Dichloropropionate (2,2-DCP)","year":2013,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Dehalogenase; Salt (chemistry); Sodium salt; Chlorine; Atrazine; Moisture; Thermal decomposition; Sodium; Environmental chemistry; Nuclear chemistry; Organic chemistry; Inorganic chemistry; Pesticide; Agronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002553257,0.00009761284,0.0003178429,0.00003027004,0.00003711235,0.000003023677,0.0001055207,0.00006315607,0.0004240927],"category_scores_gemma":[0.00003701049,0.00006373759,0.00005033035,0.00008784315,0.0001773824,0.00009160943,0.0001327063,0.0001621418,0.000005972229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002332397,"about_ca_system_score_gemma":0.000009654168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001905226,"about_ca_topic_score_gemma":0.000003624603,"domain_scores_codex":[0.9990758,0.00002377719,0.0005000929,0.00008904424,0.0002052846,0.0001060229],"domain_scores_gemma":[0.9991668,0.00002466103,0.0006645162,0.00005110677,0.00003370722,0.0000591497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003063191,0.00002360438,0.01331882,0.0003832291,0.000060496,5.797813e-7,0.0002299949,0.000003467809,0.9690496,0.00001856237,0.005975418,0.01090558],"study_design_scores_gemma":[0.002225728,0.0003321065,0.5506914,0.002334213,0.0003764084,0.00009930372,0.001636753,0.00003598588,0.4363805,0.001544256,0.003873248,0.0004700802],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917697,0.006498547,0.00002535812,0.001153444,0.00008653293,0.0001765641,0.000007760463,0.000002499039,0.0002796092],"genre_scores_gemma":[0.8985829,0.1001098,0.0008010614,0.0004347325,0.00003739856,0.000001247195,0.000002206391,0.000003835984,0.00002676629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5373726,"threshold_uncertainty_score":0.4643517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905363520712322,"score_gpt":0.2477553384595828,"score_spread":0.2287017032524595,"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."}}