{"id":"W4238195751","doi":"10.22215/etd/2012-06765","title":"The parasitoid complex associated with the invasive swede midge, Contarinia nasturii Kieffer (Diptera: Cecidomyiidae) in Europe : prospects for classical biological control in North America","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Cecidomyiidae; Midge; Parasitoid; Physics; Geography; Gall; Biology; Botany; Biological pest control","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001793738,0.0001190509,0.0001367475,0.0006271453,0.0003714605,0.0004857456,0.00009510262,0.0002133217,0.0009194835],"category_scores_gemma":[0.0002130787,0.00008953194,0.00008936186,0.0002890768,0.000276502,0.0002793398,0.0003393201,0.0001454674,0.000193712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945407,"about_ca_system_score_gemma":0.000313804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079408,"about_ca_topic_score_gemma":0.01785025,"domain_scores_codex":[0.9999187,0.00001374946,0.000008062967,0.00001896849,0.00001998178,0.00002043924],"domain_scores_gemma":[0.9998982,0.00001056755,0.00003524456,0.000003651323,0.00002737623,0.00002485447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004348935,0.0002191797,0.6826582,0.0002803014,0.00008428914,0.0008544594,0.005097298,0.0002742686,0.2394136,0.000540886,0.0008576916,0.06928506],"study_design_scores_gemma":[0.000004430404,0.00009635237,0.9950741,0.00001918519,0.00001017665,0.0003339703,0.001354132,0.00008995489,0.001031548,0.00004269173,0.001940025,0.000003416144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974954,0.0007822698,0.0000778138,0.00005637359,0.000004793003,0.000008059621,0.000078641,0.000001460071,0.00149517],"genre_scores_gemma":[0.9962077,0.001255142,0.0003835874,0.00004819431,0.000006033169,0.000006511005,0.0004225317,0.000001059447,0.001669154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01079408,"threshold_uncertainty_score":0.0214625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805806432051602,"score_gpt":0.2270504712037038,"score_spread":0.2089924068831878,"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."}}