{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002663128,0.0001131072,0.0001632603,0.0004476485,0.000406995,0.0002263467,0.0001936394,0.000158051,0.0006533537],"category_scores_gemma":[0.0006031199,0.00009377451,0.0001034418,0.0002961699,0.0003498873,0.0002876795,0.0004158886,0.0001516032,0.00005168927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856798,"about_ca_system_score_gemma":0.0001975373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005723638,"about_ca_topic_score_gemma":0.01455652,"domain_scores_codex":[0.9999059,0.00002376593,0.000004464659,0.00002699677,0.00001041525,0.00002844637],"domain_scores_gemma":[0.9998246,0.00003160883,0.00008293215,0.00001452204,0.00001858156,0.0000277611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001096731,0.00003571109,0.9668524,0.00002431254,0.00006623497,0.0007285146,0.003105906,0.001084725,0.01691271,0.000292478,0.0001211142,0.01066623],"study_design_scores_gemma":[0.000002004606,0.00004050797,0.9964578,0.000005384667,0.00001017518,0.0003195453,0.001065417,0.001538677,0.0001634974,0.0001177793,0.0002742032,0.000005062712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998749,0.00001250371,0.00003614919,0.000007891724,2.319944e-7,6.572464e-7,0.000008502997,8.285617e-7,0.0000581778],"genre_scores_gemma":[0.9999012,0.00001246383,0.00004357534,0.000004309444,4.397255e-7,0.000001054166,0.00001336173,2.432871e-7,0.00002318541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005723638,"threshold_uncertainty_score":0.01138061,"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."}}