{"id":"W2031147265","doi":"10.1139/w08-152","title":"Characterization of bacterial and fungal communities in composted biosolids over a 2 year period using denaturing gradient gel electrophoresis","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Mitacs","keywords":"Temperature gradient gel electrophoresis; Compost; Biosolids; Microorganism; Biology; Microbial population biology; Ecological succession; Colonization; Bacteria; Food science; Botany; Agronomy; Microbiology; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001766931,0.00008666522,0.000218414,0.00009490178,0.00009041568,0.0000257688,0.0001518073,0.00009044178,0.00003472521],"category_scores_gemma":[0.00002021482,0.00004618346,0.0000416043,0.0001198935,0.00008655495,0.00004748097,0.00001546262,0.0001664533,1.0881e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006204769,"about_ca_system_score_gemma":0.00005322483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003017493,"about_ca_topic_score_gemma":0.01075799,"domain_scores_codex":[0.999302,0.0001246632,0.0002796309,0.00006842386,0.00002215294,0.000203088],"domain_scores_gemma":[0.9995814,0.00004356997,0.0001866153,0.00003123086,0.00007083676,0.00008635387],"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":[0.00005070068,0.00001212759,0.0223391,0.000002759497,0.00000554205,0.00001384451,0.0002706644,6.398023e-7,0.9757857,0.00001735407,0.00001098906,0.001490622],"study_design_scores_gemma":[0.0004981309,0.001324793,0.8398442,0.0003283116,0.00002261856,0.001466146,0.0003017704,0.00005798116,0.1540877,0.0000967489,0.001713208,0.0002584014],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994467,0.0001547494,0.000001280761,0.0001967504,0.00008652116,0.00005418318,0.00004663007,0.000005499681,0.000007716229],"genre_scores_gemma":[0.9995729,0.0000319426,0.0002151857,0.00005880943,0.00007686838,1.44813e-7,0.00004167029,8.98064e-7,0.00000160742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.821698,"threshold_uncertainty_score":0.6003212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485276852871426,"score_gpt":0.2062428681649366,"score_spread":0.1913900996362224,"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."}}