{"id":"W4392519066","doi":"10.26786/1920-7603(2024)753","title":"Pollinator responses to farmland habitat features: one-size does not fit all","year":2024,"lang":"en","type":"article","venue":"Journal of Pollination Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollinator; Habitat; Ecology; Species richness; Abundance (ecology); Pollination; Agriculture; Biology; Taxon; Geography; Agroforestry; Pollen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004700261,0.0001151841,0.0002462264,0.00005644679,0.0001289038,0.00008805425,0.0001851361,0.0001044821,0.0002638886],"category_scores_gemma":[0.0005871461,0.00003768983,0.000129106,0.0002038146,0.00003516202,0.0001357353,0.00004581866,0.0001833541,0.00004278899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005960701,"about_ca_system_score_gemma":0.00002160454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001461585,"about_ca_topic_score_gemma":0.00283757,"domain_scores_codex":[0.9990156,0.00009667723,0.0003166107,0.0001490327,0.0002031839,0.0002189335],"domain_scores_gemma":[0.9982539,0.001353055,0.0001217214,0.00001370448,0.0001518684,0.0001057817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001666984,0.0004029174,0.04652631,0.00005301361,0.0004447985,0.0004286555,0.001107843,0.00001586271,0.8583188,0.005548503,0.05072643,0.03475987],"study_design_scores_gemma":[0.0001488094,0.001038664,0.888756,0.0000395545,0.00003877467,0.00009029127,0.0002414797,0.00001020036,0.003600013,0.001929941,0.1039785,0.0001276757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431196,0.0005360299,0.000002733164,0.05523625,0.0004987183,0.00008699067,0.0001018458,0.00002659668,0.0003911612],"genre_scores_gemma":[0.9931279,0.0003073853,0.0001703277,0.001504514,0.0007489907,0.000003539877,0.000002074975,0.00000117035,0.004134026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8547188,"threshold_uncertainty_score":0.2889395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753429965540006,"score_gpt":0.278100039551767,"score_spread":0.2305657398963669,"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."}}