{"id":"W4402084313","doi":"10.1016/j.agee.2024.109256","title":"Diversification of crops and intensification of canola impact the diversity, community structure, and productivity in successive crop systems: A study on arbuscular mycorrhizal fungal communities in roots and rhizosphere","year":2024,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Institut National de la Recherche Scientifique; Université de Montréal; Cégep Saint-Jean-sur-Richelieu; Agriculture and Agri-Food Canada","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Rhizosphere; Canola; Arbuscular mycorrhizal fungi; Agronomy; Biology; Diversification (marketing strategy); Crop; Crop diversity; Fungal Diversity; Agricultural diversification; Crop productivity; Productivity; Agroforestry; Ecology; Agriculture; Economics; Business; Horticulture; Inoculation","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":[0.0004703368,0.0001642698,0.0002632686,0.00003076733,0.0002570065,0.00006250416,0.0001559689,0.00008081552,0.00003091842],"category_scores_gemma":[0.00004390029,0.00006125408,0.00003265635,0.0001804137,0.00003645766,0.0001595838,0.0002432708,0.00035061,0.000001287428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008253847,"about_ca_system_score_gemma":0.00000393888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08804485,"about_ca_topic_score_gemma":0.02034065,"domain_scores_codex":[0.9985263,0.0006944471,0.0002718584,0.0002013319,0.0001823015,0.0001237848],"domain_scores_gemma":[0.9985933,0.001074173,0.0001439088,0.0001214577,0.00002918951,0.00003791222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006682262,0.000240207,0.9428569,0.0001185414,0.0000596318,0.000004855559,0.006565378,0.0001862277,0.049306,0.0001427144,0.00009205401,0.0003606576],"study_design_scores_gemma":[0.00008331245,0.0003734155,0.9689,0.0002930379,0.00004203232,0.00003196588,0.02887295,0.0004476883,0.0006695846,0.0000388487,0.0001341941,0.0001130112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995434,0.002392175,0.000001360509,0.0001025046,0.00009145926,0.0008539894,0.001084336,0.000009424347,0.00003077764],"genre_scores_gemma":[0.9992447,0.0004819232,0.000001410276,0.000003524987,0.00002946379,0.00001872904,0.0002061099,0.000001225351,0.00001291974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06770419,"threshold_uncertainty_score":0.9975356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390564484382773,"score_gpt":0.2061699113422598,"score_spread":0.1922642664984321,"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."}}