{"id":"W4405349084","doi":"10.3390/ijms252413366","title":"Effects of Cover Crops on Nematode Communities in Spinach Production","year":2024,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Cover crop; Agronomy; Biology; Soil food web; Agriculture; Crop; Soil biology; Soil water; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003478526,0.00005643682,0.000097803,0.00009180221,0.00003779738,0.00009240752,0.0003212468,0.00001542082,0.00003625987],"category_scores_gemma":[0.00004885046,0.00002268226,0.00006023156,0.0002679021,0.0001029572,0.0002105321,0.00005351411,0.00006912535,0.000005213763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001656628,"about_ca_system_score_gemma":0.000008902472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003004259,"about_ca_topic_score_gemma":0.00001725456,"domain_scores_codex":[0.9991299,0.00005552493,0.0002233087,0.00007281349,0.0004508597,0.00006761467],"domain_scores_gemma":[0.9996222,0.000113359,0.0001151182,0.0000159039,0.0001201282,0.00001332543],"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":[0.0001158238,0.00037364,0.00943655,0.0001131879,0.0001759493,0.0002809444,0.001425629,0.001201815,0.8940315,0.02165421,0.0008036946,0.07038707],"study_design_scores_gemma":[0.00069805,0.001955679,0.3049877,0.003954525,0.00007082325,0.0001716275,0.005264918,0.001049833,0.6449205,0.01091764,0.02548985,0.000518837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952644,0.0007095126,0.00007126079,0.00250027,0.0007294504,0.00005400776,0.000001302538,0.000006511242,0.0006632707],"genre_scores_gemma":[0.9993922,0.000272661,0.00003780289,0.0001437403,0.00008765099,0.000001780361,0.000001607763,4.345622e-7,0.00006210047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2955511,"threshold_uncertainty_score":0.09249558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657677430165697,"score_gpt":0.2658136768913961,"score_spread":0.2492369025897392,"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."}}