{"id":"W7055647442","doi":"","title":"Community Diversity and Functional Capabilities of BenzeneÂ‐degrading Enrichment Cultures","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Metagenomics; Benzene; Degradation (telecommunications); Anaerobic exercise; Enrichment culture; Fermentation","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":[0.0003330339,0.0003420866,0.0003912756,0.0009969933,0.000520211,0.0008702165,0.0002094503,0.0002687869,0.0007588378],"category_scores_gemma":[0.000507217,0.0001926229,0.0002484193,0.001108999,0.0002567346,0.0003225862,0.0005709599,0.0002942634,0.0003935371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945014,"about_ca_system_score_gemma":0.0004719891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007148066,"about_ca_topic_score_gemma":0.006860599,"domain_scores_codex":[0.9993908,0.00004731659,0.00004655325,0.0001919363,0.0001845262,0.0001387908],"domain_scores_gemma":[0.9996506,0.00006846315,0.00004095563,0.00001398047,0.0001539588,0.00007194144],"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":[0.0001626895,0.00006785919,0.01406909,0.00007458718,0.00001521248,0.00006493287,0.0005468596,0.0001337844,0.981041,0.00003611241,0.00005941003,0.003728449],"study_design_scores_gemma":[0.00003293533,0.00131815,0.6852998,0.00005788615,0.0001149839,0.0005180498,0.002871724,0.002247821,0.3016418,0.0001707966,0.005673607,0.00005244942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947203,0.0002941819,0.0005885577,0.00004384428,0.000007947525,0.0000429756,0.003018582,0.00001310823,0.001270504],"genre_scores_gemma":[0.9876705,0.0007045337,0.00320682,0.00005535448,0.00001616287,0.0001126261,0.005855027,0.00001230973,0.002366716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007148066,"threshold_uncertainty_score":0.01421291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083465207551657,"score_gpt":0.2337757714046443,"score_spread":0.2129411193291277,"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."}}