{"id":"W3152639618","doi":"10.3390/insects12040353","title":"Remarkable Population Resilience in a North African Endemic Damselfly in the Face of Rapid Agricultural Transformation","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum; University of British Columbia","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Habitat; Damselfly; Agriculture; Occupancy; Ecology; Population; Land cover; Grassland; Odonata; Agricultural land; Ecosystem; Biology; Geography; Land use","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001985648,0.00005019789,0.00007663928,0.0000235984,0.00005167214,0.000004860877,0.0001030423,0.00002515032,0.00008448845],"category_scores_gemma":[0.00003853344,0.0000354743,0.00001482855,0.000511524,0.00003928386,0.0002107816,0.00003576039,0.00007478899,0.00001324342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006037719,"about_ca_system_score_gemma":0.000003141718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004873797,"about_ca_topic_score_gemma":0.07888108,"domain_scores_codex":[0.9994166,0.00007314955,0.0001540918,0.0001138495,0.0001221485,0.000120089],"domain_scores_gemma":[0.9998149,0.00004806432,0.00004353644,0.0000824021,0.000003381895,0.00000775746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001393665,0.00008719172,0.976402,0.00002075231,0.000003664692,0.000009927722,0.01381173,0.005826779,0.0006959112,0.0001236944,0.00124004,0.0017644],"study_design_scores_gemma":[0.0001633699,0.00002604955,0.9958189,0.000006406212,0.000002958456,0.000002038938,0.003312476,0.0001312837,0.0001925021,0.0001148695,0.0001854098,0.00004375289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685228,0.00001913518,0.000009441879,0.0006907321,0.00002853559,0.0001670371,0.000001072255,0.000005100604,0.03055609],"genre_scores_gemma":[0.9995841,0.00005688352,0.00003248633,0.0002001906,0.000003236978,0.00001922738,0.00001050512,0.00000112595,0.00009221143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0783937,"threshold_uncertainty_score":0.9379269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008962394874520547,"score_gpt":0.2007251972516399,"score_spread":0.1917628023771193,"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."}}