{"id":"W3088042192","doi":"10.3389/fevo.2020.576281","title":"Editorial: North American Monarch Butterfly Ecology and Conservation","year":2020,"lang":"en","type":"editorial","venue":"Frontiers in Ecology and Evolution","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; U.S. Fish and Wildlife Service","keywords":"Ecology; Butterfly; Monarch butterfly; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003377611,0.0002557792,0.0005385516,0.0001295313,0.0003002209,0.0000136024,0.0001514118,0.0006996838,0.00001032642],"category_scores_gemma":[0.000571468,0.0002820002,0.00003184129,0.0002630045,0.001406243,0.0001584093,0.0002728965,0.0008378429,0.00003711071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004995383,"about_ca_system_score_gemma":0.00006888738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004421114,"about_ca_topic_score_gemma":0.03140799,"domain_scores_codex":[0.9981769,0.0002692657,0.0003516089,0.0006313489,0.0001894431,0.0003814243],"domain_scores_gemma":[0.9990335,0.0004507713,0.0002758222,0.0001177833,0.0000352316,0.00008696518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007212922,0.00002035282,0.5020598,0.00001342038,0.00002442471,0.000003080405,0.0001300479,0.00004446468,0.000001059016,0.000008650454,0.4974071,0.0002155126],"study_design_scores_gemma":[0.0004500725,0.0002692308,0.7557997,0.000003508946,0.00004412005,0.000001204761,0.00008759097,0.001677993,9.054429e-8,0.001181474,0.2402907,0.0001944184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.2156058,0.0001348469,0.0002078854,0.001475849,0.7820826,0.000278998,0.00004401316,0.00003254807,0.0001374065],"genre_scores_gemma":[0.3604234,0.002120683,0.002578591,0.0004796137,0.6333511,0.0002083106,0.0004175061,0.00003639047,0.000384397],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2571164,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003396864162590323,"score_gpt":0.2068888590969962,"score_spread":0.2034919949344059,"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."}}