{"id":"W4309357514","doi":"10.21203/rs.3.rs-2256859/v1","title":"Protected areas fail to cover the full annual cycle of migratory butterflies","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Carleton University","funders":"Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; University of Queensland; Deutsche Forschungsgemeinschaft; Australian Government","keywords":"Annual cycle; Butterfly; Geography; Ecology; Niche; Cover (algebra); 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":[0.0008176612,0.0003446576,0.0003631143,0.0004264523,0.0001973374,0.0008045162,0.000470782,0.0003198089,0.002000903],"category_scores_gemma":[0.001788177,0.0001908223,0.0005248847,0.0003196872,0.0004044964,0.0007443829,0.0004620353,0.0002164378,0.0002208244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005529489,"about_ca_system_score_gemma":0.0005531452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03832706,"about_ca_topic_score_gemma":0.05620281,"domain_scores_codex":[0.9997101,0.00008575644,0.00001275727,0.00006919019,0.00003220992,0.00008995394],"domain_scores_gemma":[0.9990081,0.0004005464,0.0002873281,0.0001145449,0.00009425424,0.00009526202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002351655,0.00007727545,0.5673091,0.0001530549,0.0004598232,0.0001827244,0.0002742955,0.3913212,0.003955969,0.003711998,0.001853275,0.03046606],"study_design_scores_gemma":[0.00002124825,0.0002856579,0.4025888,0.00009889183,0.0001090964,0.0002941612,0.0009254436,0.5873392,0.001040581,0.004239474,0.003028895,0.00002851177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905477,0.000205923,0.006134244,0.0001212396,0.000006940596,0.000008445814,0.0004432826,0.00005718706,0.002475034],"genre_scores_gemma":[0.9987441,0.00004229577,0.0007153999,0.00001871032,0.000002140415,0.000003524942,0.0001857363,0.00000976179,0.0002782964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03832706,"threshold_uncertainty_score":0.07620794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08211294471019215,"score_gpt":0.3164621360064881,"score_spread":0.2343491912962959,"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."}}