{"id":"W7135009435","doi":"10.5376/ijmec.2025.15.0020","title":"African Terrestrial Snails as Emerging Invasive Pests: Assessing Their Ecological and Agricultural Impacts","year":2025,"lang":"","type":"article","venue":"International Journal of Molecular Ecology and Conservation","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Biodiversity; Invasive species; Warning system; Achatina; Ecosystem; Introduced species; Ecosystem services; Agricultural productivity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005446384,0.000253953,0.0004318381,0.0001079721,0.0003589352,0.0003577775,0.0003029706,0.0002587034,0.0001031038],"category_scores_gemma":[0.001092083,0.0001216116,0.0001624228,0.000223378,0.0003070934,0.0003970799,0.0002252129,0.000347987,0.000002287724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009381172,"about_ca_system_score_gemma":0.0001529793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000295249,"about_ca_topic_score_gemma":0.001793015,"domain_scores_codex":[0.9981103,0.000370151,0.0007186633,0.0002867269,0.0002487031,0.0002654878],"domain_scores_gemma":[0.9975562,0.001019533,0.0007382163,0.00003674678,0.0005304428,0.0001188288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006497431,0.0003509011,0.7845618,0.0000266043,0.001381297,0.0003945551,0.0007087202,0.00004088773,0.1747392,0.004448887,0.001234332,0.03146305],"study_design_scores_gemma":[0.0009707987,0.0006227261,0.987263,0.000206295,0.0001338145,0.0003579527,0.001784593,0.00008602712,0.00146215,0.005119469,0.001800764,0.0001923948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942817,0.002177687,0.00003368817,0.05261708,0.001331964,0.0001784308,0.00001130557,0.000006887515,0.0008259111],"genre_scores_gemma":[0.9945167,0.002225266,0.00009821184,0.002703421,0.0003407583,0.000005682974,0.00001700231,0.000001463502,0.00009153377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2027012,"threshold_uncertainty_score":0.4959177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734547080973047,"score_gpt":0.2829303827608168,"score_spread":0.2655849119510864,"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."}}