{"id":"W7010580707","doi":"","title":"Influence of crop species and weed seedbank density on extracellular DNA degradation, bacterial community structure and functional capabilities in agricultural soils in Manitoba, Canada","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actinobacteria; Weed; Crop; Soil water; Microbial population biology; Agricultural soil science; Proteobacteria; Nutrient; Soil biology; Soil microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004517701,0.0003536669,0.000315773,0.001428687,0.001956551,0.001160692,0.000829726,0.0001903462,0.001059983],"category_scores_gemma":[0.0008047927,0.0003199842,0.000260656,0.002425184,0.0007934946,0.00021628,0.0005679841,0.0003259426,0.0001673236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02112389,"about_ca_system_score_gemma":0.02276329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885854,"about_ca_topic_score_gemma":0.9972835,"domain_scores_codex":[0.9996151,0.00004278487,0.00002362449,0.00009585646,0.0001117408,0.0001108286],"domain_scores_gemma":[0.9986481,0.0001373795,0.0001688327,0.00002514052,0.0006960535,0.0003244602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002914859,0.00009635094,0.9623231,0.0001592208,0.0001142196,0.0005207682,0.002874262,0.0003308684,0.01914318,0.0001711003,0.0007878558,0.01318762],"study_design_scores_gemma":[0.000004843827,0.0000487712,0.9957148,0.00001717551,0.00002202762,0.00004827486,0.002251951,0.0001925867,0.0005545958,0.00001359894,0.00112037,0.00001092984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962637,0.0006160029,0.0001397941,0.000133257,0.000007885268,0.0000424623,0.001190091,0.00001333449,0.001593497],"genre_scores_gemma":[0.9940963,0.001104889,0.0007172121,0.0001352828,0.000004268886,0.00003227807,0.0008923712,0.00000840885,0.003009036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02112389,"threshold_uncertainty_score":0.1532652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008683554545962256,"score_gpt":0.1631444837641504,"score_spread":0.1544609292181881,"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."}}