{"id":"W4391880039","doi":"10.3389/fsufs.2024.1328800","title":"A safe agricultural space for biodiversity","year":2024,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"HORIZON EUROPE Framework Programme; AgroParisTech; Agence Nationale de la Recherche; Université Paris-Saclay; European Commission","keywords":"Biodiversity; Agriculture; Space (punctuation); Geography; Environmental resource management; Computer science; Environmental science; Ecology; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002253493,0.0004645791,0.0004068877,0.001051701,0.00239186,0.006839556,0.001253786,0.002607123,0.01056916],"category_scores_gemma":[0.003443838,0.000195081,0.0003568924,0.001362769,0.007891115,0.008423502,0.00710448,0.002187628,0.002696952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201288,"about_ca_system_score_gemma":0.005527128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754658,"about_ca_topic_score_gemma":0.002500068,"domain_scores_codex":[0.9978307,0.0007791597,0.00010864,0.0003006233,0.0005993864,0.000381569],"domain_scores_gemma":[0.9977521,0.0006191302,0.0004843376,0.0003483951,0.0004453582,0.0003507438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004605212,0.00004320345,0.002112926,0.001610603,0.00002801768,0.0002956368,0.003896749,0.001712777,0.002316249,0.7246516,0.03514174,0.2281445],"study_design_scores_gemma":[0.000005890963,0.00003925199,0.001969452,0.001315292,0.00001629346,0.0002638137,0.003745151,0.0002571844,0.0006786318,0.2551998,0.7364861,0.00002319933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05890278,0.08607889,0.1301754,0.09754982,0.003248047,0.0002429019,0.001285981,0.0006955484,0.6218206],"genre_scores_gemma":[0.8582292,0.04022675,0.05073694,0.01284847,0.001219443,0.0004341368,0.0008971576,0.0003062073,0.03510173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01056916,"threshold_uncertainty_score":0.03535736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00586201814652527,"score_gpt":0.1924802230360726,"score_spread":0.1866182048895473,"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."}}