{"id":"W2202098286","doi":"10.1603/0046-225x(2008)37[907:sdoaie]2.0.co;2","title":"Seasonal Development of an Invasive Exotic Species, <I>Contarinia nasturtii</I> (Diptera: Cecidomyiidae), in Quebec","year":2008,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Midge; Cecidomyiidae; Biology; Pheromone trap; PEST analysis; Infestation; Larva; Population; Overwintering; Botany; Horticulture; Agronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003171336,0.0003889607,0.0004645457,0.0001574637,0.0002339712,0.000009494337,0.0005748324,0.0002348255,0.01213467],"category_scores_gemma":[0.00002443447,0.000406584,0.00009845598,0.0002032105,0.001216125,0.0003857103,0.0007433109,0.0002531248,0.001356784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306198,"about_ca_system_score_gemma":0.0000768658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005286,"about_ca_topic_score_gemma":0.1133588,"domain_scores_codex":[0.9971093,0.0002125364,0.0006813477,0.0007672007,0.0004927432,0.0007368828],"domain_scores_gemma":[0.9989912,0.0000944272,0.0002261112,0.0004624356,0.000002576837,0.0002232389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003074203,0.002582844,0.3698077,0.00002660428,0.0001319378,0.001603868,0.008379379,0.001834796,0.6059491,0.001071769,0.00119385,0.007110697],"study_design_scores_gemma":[0.001361739,0.0002943562,0.9695975,0.00001094308,0.00001926784,0.0002118778,0.0001380779,0.00008322977,0.005551091,0.0001491767,0.02219408,0.0003886158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921882,0.000108141,0.00009234138,0.0000604989,0.0002968019,0.0005205045,0.00001375182,0.00003343147,0.00668631],"genre_scores_gemma":[0.989412,0.00007633027,0.002580435,0.0003651148,0.00003950221,0.0001021719,0.0001422764,0.00003165581,0.007250502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.600398,"threshold_uncertainty_score":0.9998386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201910035417899,"score_gpt":0.1905080689179463,"score_spread":0.1784889685637673,"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."}}