{"id":"W4412825584","doi":"10.1080/00379271.2025.2515957","title":"New invader, old neighbour or new species? The curious story of the aphid <i>Longicaudinus corydalisicola</i> (Tao, 1962) (Hemiptera: Aphididae)","year":2025,"lang":"fr","type":"article","venue":"Annales de la Société entomologique de France (N S )","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carré Technologies (Canada)","funders":"Ministerio de Ciencia e Innovación; Universitat de València","keywords":"Aphididae; Hemiptera; Aphid; Biology; Botany; Zoology; Ecology; PEST analysis; Homoptera","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001021871,0.000455642,0.0005740391,0.00003449739,0.0007400507,0.0002360057,0.001458035,0.0007094559,0.003000548],"category_scores_gemma":[0.0006129494,0.0001872855,0.0006309866,0.0008595249,0.0006788069,0.0002166156,0.0002473918,0.001592166,0.00005544052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729911,"about_ca_system_score_gemma":0.0008628952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006181433,"about_ca_topic_score_gemma":0.002397274,"domain_scores_codex":[0.9961684,0.001551797,0.0005608774,0.000527867,0.0003370199,0.0008540108],"domain_scores_gemma":[0.9952189,0.003554786,0.00049341,0.0003678696,0.0001664842,0.0001985839],"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":[0.0005747026,0.0005210135,0.04456133,0.0001264474,0.000509228,0.0001725436,0.003199717,0.0001528747,0.025559,0.05703682,0.7161063,0.15148],"study_design_scores_gemma":[0.0007273029,0.0002794708,0.09491571,0.0003905933,0.000161011,0.0002273016,0.001556547,0.0001138877,0.005942304,0.006601932,0.8887119,0.0003720613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8023157,0.04752304,0.0006725742,0.1215981,0.003994957,0.001158675,0.0002423438,0.0001365593,0.02235807],"genre_scores_gemma":[0.6900247,0.00621048,0.0001329357,0.01813745,0.001583315,0.00005684448,0.00001230648,0.000006929967,0.2838351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261477,"threshold_uncertainty_score":0.9979109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211790347098646,"score_gpt":0.2554520573399521,"score_spread":0.2433341538689657,"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."}}