{"id":"W7103333189","doi":"","title":"DISPERSAL AND SAMPLING OF THE WHEAT STEM SAWFLY, &lt;i&gt;Cephus cintus&lt;/i&gt; NORTON, (HYMENOPTERA: CEPHIDAE)","year":2016,"lang":"","type":"article","venue":"Insecta mundi","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sawfly; PEST analysis; Biological dispersal; Infestation; Sampling (signal processing); Larva; Economic threshold","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":[0.0002008245,0.0002674272,0.000149091,0.000565928,0.0009166725,0.0002455988,0.0003348923,0.0001928923,0.0008009345],"category_scores_gemma":[0.0002884043,0.0002001768,0.0001553411,0.0004665586,0.0002242891,0.0001943888,0.0002899438,0.0002503906,0.0002327057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007648767,"about_ca_system_score_gemma":0.0005770791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0700169,"about_ca_topic_score_gemma":0.2886047,"domain_scores_codex":[0.9997613,0.00001655605,0.00001714655,0.0001058906,0.0000675616,0.00003158731],"domain_scores_gemma":[0.9995289,0.00003693192,0.000165277,0.00003013347,0.0001675154,0.0000712301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003288081,0.0004897224,0.7920906,0.0001001789,0.00002653973,0.0007152308,0.003135515,0.0003494853,0.1621944,0.0001783497,0.001003614,0.03938739],"study_design_scores_gemma":[0.00001107896,0.0003670672,0.9936697,0.000009871668,0.000007145733,0.00007746496,0.0005842376,0.0004761973,0.003050185,0.000016867,0.001723343,0.000006778095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946325,0.00008325599,0.001495883,0.00002455037,0.000007969919,0.00019112,0.00127729,0.00002110352,0.00226636],"genre_scores_gemma":[0.9783815,0.0002220198,0.01275333,0.0001322969,0.00001206746,0.0004023575,0.00366878,0.00001260734,0.004414939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0700169,"threshold_uncertainty_score":0.1392187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347849027345707,"score_gpt":0.2199034217723361,"score_spread":0.196424931498879,"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."}}