{"id":"W3127131371","doi":"10.1111/1365-2664.13842","title":"Shade‐growing practices lessen the impact of coffee plantations on multiple dimensions of ant diversity","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Universidad del Valle; Concordia University","keywords":"Biodiversity; Monoculture; Agroforestry; Chronosequence; Ecosystem services; Species richness; Ecology; Agroecosystem; Biology; Ecosystem; Species diversity; Geography; Agriculture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003010322,0.0001987083,0.0002640593,0.0002396302,0.0003322547,0.0005342586,0.0002313401,0.0001715427,0.001957987],"category_scores_gemma":[0.0007588862,0.0001226556,0.0002247564,0.0001609146,0.0004391567,0.0002270223,0.0005729644,0.0002160586,0.0001140267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298425,"about_ca_system_score_gemma":0.0002520817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003209149,"about_ca_topic_score_gemma":0.01531982,"domain_scores_codex":[0.9996401,0.0001053553,0.0000217676,0.00009173298,0.0000637499,0.00007724146],"domain_scores_gemma":[0.9986386,0.0002208848,0.0005982826,0.0001055141,0.0001146671,0.0003220881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001536148,0.0003383498,0.7517068,0.0003059611,0.0002746277,0.0002711702,0.001001089,0.0004885185,0.2157903,0.0001160539,0.0002091502,0.02796187],"study_design_scores_gemma":[0.000001417181,0.00009585058,0.998641,0.000003545114,0.00001286432,0.0000265283,0.0001270746,0.00008060627,0.0008102451,0.0000140647,0.0001856314,0.000001303598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999378,0.0001269294,0.00007160495,0.00001422477,0.00000212277,0.000003130001,0.00002614425,0.000003227043,0.000374724],"genre_scores_gemma":[0.999701,0.00002912599,0.0001087549,0.00001560969,0.000003494224,0.000002869458,0.00002297736,0.000001511952,0.0001147996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003209149,"threshold_uncertainty_score":0.006550133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395235986185085,"score_gpt":0.2996488267627892,"score_spread":0.2756964669009384,"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."}}