{"id":"W4414024441","doi":"10.1007/s10530-025-03662-w","title":"The socioeconomic drivers of invasive plant cover in rural Galapagos","year":2025,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"German Academic Exchange Service; National Aeronautics and Space Administration; Fundación Charles Darwin; Deutsche Forschungsgemeinschaft; Universität Hamburg; U.S. Geological Survey","keywords":"Biology; Cover (algebra); Invasive species; Socioeconomic status; Ecology; Environmental health; Population; Engineering","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":[0.0002279242,0.0001592889,0.0001055026,0.0005299758,0.0001919341,0.000540753,0.0001965877,0.0001095452,0.0014348],"category_scores_gemma":[0.0009814234,0.00005867435,0.0001372962,0.0006326335,0.0002717475,0.0001975156,0.0004992533,0.0001930695,0.00007370828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974895,"about_ca_system_score_gemma":0.0002189701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03067069,"about_ca_topic_score_gemma":0.040005,"domain_scores_codex":[0.9998889,0.00004550224,0.000003855802,0.00002022054,0.00001617234,0.00002536146],"domain_scores_gemma":[0.9994301,0.0002083166,0.0001688085,0.00003183728,0.00005949945,0.0001014486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002367733,0.00002225504,0.9947924,0.00002077995,0.00005287536,0.0001893081,0.0004335847,0.0005828647,0.000429741,0.0002041477,0.0001477666,0.003100619],"study_design_scores_gemma":[0.000001191631,0.00000674798,0.9979249,0.000006579002,0.000005908024,0.00004516051,0.000817721,0.0007789457,0.00001934897,0.00008592686,0.0003055523,0.000002021375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991691,0.00005606113,0.00005327137,0.00005205849,8.391831e-7,0.000002470833,0.0001638836,0.000002272521,0.0005000425],"genre_scores_gemma":[0.999765,0.00004182471,0.00003775922,0.000005647914,0.000001282942,0.000002431708,0.00008728939,6.781987e-7,0.000058176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03067069,"threshold_uncertainty_score":0.06098437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09323256384715495,"score_gpt":0.2542615363247271,"score_spread":0.1610289724775721,"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."}}