{"id":"W1603368733","doi":"10.51847/ci2ncl9","title":"10.51847/Ci2ncl9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbazole; Magnetite; Nanoparticle; Degradation (telecommunications); Bacteria; Biodegradation; Pseudomonas; Scanning electron microscope; Chemistry; Magnetite Nanoparticles; Nuclear chemistry; Bacterial cell structure; Chemical engineering; Materials science; Microbiology; Nanotechnology; Magnetic nanoparticles; Organic chemistry; Metallurgy; Biology; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007884034,0.001948438,0.001080069,0.003594625,0.001384801,0.003803607,0.001904907,0.003214005,0.8965616],"category_scores_gemma":[0.00124005,0.0005930159,0.0006968566,0.00271677,0.0009152016,0.001665826,0.002345471,0.001425285,0.9135624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460838,"about_ca_system_score_gemma":0.001144979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00573086,"about_ca_topic_score_gemma":0.005445728,"domain_scores_codex":[0.9991482,0.0000503157,0.00005176319,0.0002325582,0.0003620679,0.0001549538],"domain_scores_gemma":[0.9987825,0.0001131982,0.00009009222,0.0002478693,0.0003784269,0.0003879308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000996475,0.0008426927,0.002996117,0.0006698977,0.00005337189,0.0008878728,0.0001475543,0.001025388,0.07152608,0.01042299,0.2260999,0.6843317],"study_design_scores_gemma":[0.00007585152,0.00009347245,0.002340765,0.0001479367,0.00001791926,0.0008687343,0.00007642923,0.001393259,0.01054103,0.0007340835,0.9836779,0.00003263478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006300583,0.001672191,0.005488426,0.001100086,0.001418313,0.0002783146,0.004452336,0.004417679,0.9748721],"genre_scores_gemma":[0.008490119,0.0003445392,0.002531546,0.0003106727,0.0001415061,0.0001152779,0.003650477,0.0003661184,0.9840497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1034384,"threshold_uncertainty_score":0.1475422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004207468535777256,"score_gpt":0.1608631051892877,"score_spread":0.1566556366535105,"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."}}