{"id":"W6911101786","doi":"10.5061/dryad.xgxd254sh","title":"Beneficial insect assemblages in floral strips and comparison fields","year":2025,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pollinator; Abundance (ecology); Species diversity; Insect; Species richness; STRIPS; Biological pest control; Crop; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002894621,0.0001665978,0.0001775309,0.0007005352,0.0005070069,0.000335459,0.0003036585,0.0001381477,0.0006271704],"category_scores_gemma":[0.0004892671,0.000153433,0.0001433157,0.0006009515,0.0004450746,0.0001216016,0.0002860149,0.0001300866,0.00005943023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109844,"about_ca_system_score_gemma":0.0006833836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2375866,"about_ca_topic_score_gemma":0.5236902,"domain_scores_codex":[0.9998168,0.0000383742,0.000008882073,0.0000676675,0.00002815345,0.00004009832],"domain_scores_gemma":[0.9994416,0.00007437013,0.0001541066,0.0000482473,0.0001298899,0.0001518885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006056523,0.0001056869,0.9720585,0.00002794065,0.00005107519,0.0001526462,0.001152088,0.0002113171,0.0199007,0.00004769393,0.0001153098,0.005571422],"study_design_scores_gemma":[0.000002943196,0.00006242032,0.9993489,0.000001304743,0.000005088584,0.00001408565,0.0002273201,0.00006146648,0.0001789571,0.000002988849,0.0000931722,0.000001338948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9997779,0.00001343796,0.00002162917,0.00000176944,3.463149e-7,0.000003299221,0.00007479503,0.000001051564,0.0001057834],"genre_scores_gemma":[0.9990318,0.00002392746,0.0002760557,0.00001279074,9.428946e-7,0.00001346229,0.0003868911,0.000001302246,0.0002527828],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2375866,"threshold_uncertainty_score":0.4724073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03602945389022161,"score_gpt":0.3239983549178974,"score_spread":0.2879689010276758,"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."}}