{"id":"W4393774838","doi":"10.5281/zenodo.4733947","title":"North American leafhopper Gyponana mali (Hemiptera: Cicadellidae) invading urban gardens and agroecosystems in Europe","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leafhopper; Hemiptera; Agroecosystem; Biology; Geography; Auchenorrhyncha; Agroforestry; Agronomy; Ecology; Botany; PEST analysis; Homoptera; Agriculture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000918488,0.001175816,0.001380821,0.003259968,0.0008385786,0.001458839,0.00159316,0.00106332,0.07068817],"category_scores_gemma":[0.002337517,0.0005661247,0.0005303037,0.006758074,0.000305899,0.0009370047,0.001299573,0.001170272,0.03210483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009464758,"about_ca_system_score_gemma":0.00181536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03241658,"about_ca_topic_score_gemma":0.07289871,"domain_scores_codex":[0.9994538,0.00007104457,0.00008447765,0.0002058654,0.0001056635,0.00007912311],"domain_scores_gemma":[0.9985719,0.0004337924,0.0002526072,0.0002345405,0.0003575838,0.0001495534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001173064,0.00003171895,0.005680345,0.00202248,0.0001231246,0.00007302783,0.0001391918,0.0005007194,0.0004306332,0.0007718261,0.9861031,0.004006538],"study_design_scores_gemma":[0.000297557,0.00002196701,0.03921505,0.0006937773,0.0001000748,0.0001274561,0.000286119,0.0003512179,0.0003884833,0.001023358,0.957458,0.00003701827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002693834,0.00003188032,0.00002597459,0.00001300185,0.000006595385,0.000002406798,0.9993191,0.00003893993,0.0002927882],"genre_scores_gemma":[0.0008023436,0.00004367685,0.0002336666,0.00001650347,0.000002601752,0.0000320073,0.9984944,0.00003388773,0.0003410129],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07068817,"threshold_uncertainty_score":0.2364755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662824884500443,"score_gpt":0.2117784351012357,"score_spread":0.1851501862562313,"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."}}