{"id":"W4404051727","doi":"10.56028/aetr.9.1.699.2024","title":"The risk of dandelion invasion","year":2024,"lang":"en","type":"article","venue":"Advances in Engineering Technology Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dandelion; Invasive species; Environmental science; Mediterranean climate; Ecology; Biology; Geography","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":[0.0009960529,0.0004481583,0.0001905267,0.001014311,0.0005324637,0.001132795,0.0003376791,0.0005711534,0.001010907],"category_scores_gemma":[0.002745429,0.0001089875,0.0003256577,0.0005313524,0.0004040181,0.0005957749,0.001303855,0.0004089538,0.00009690782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613732,"about_ca_system_score_gemma":0.001162857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220319,"about_ca_topic_score_gemma":0.03518737,"domain_scores_codex":[0.9991475,0.0002477233,0.00005476954,0.0001197754,0.0002967043,0.0001334917],"domain_scores_gemma":[0.9986542,0.0004824192,0.0004421439,0.00005825581,0.0002718649,0.00009105379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003267382,0.00009674949,0.7633594,0.0002997612,0.0002884128,0.003863852,0.002373134,0.1287545,0.008086386,0.01230694,0.002265961,0.07797819],"study_design_scores_gemma":[0.00003574151,0.0007862105,0.6222693,0.0004160829,0.0004813531,0.003607781,0.01219255,0.3154826,0.005980602,0.02104075,0.01751343,0.0001936108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805192,0.0008700696,0.006249133,0.0006518097,0.00002034986,0.00004701926,0.0002066467,0.0000489698,0.0113869],"genre_scores_gemma":[0.9973833,0.0002651126,0.001224414,0.00002387789,0.000003456302,0.00001385458,0.00007169993,0.000002450105,0.001011816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02220319,"threshold_uncertainty_score":0.04414797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379346026764659,"score_gpt":0.2751198910221161,"score_spread":0.2613264307544695,"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."}}