{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004830061,0.0005432094,0.0006769018,0.00004770196,0.000752828,0.0001521633,0.00083381,0.0004663473,0.0007885677],"category_scores_gemma":[0.00005406075,0.0001840251,0.0003390594,0.0004412489,0.000998341,0.0001633345,0.0006284337,0.0002444058,0.00004324082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006065154,"about_ca_system_score_gemma":0.0000609011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091943,"about_ca_topic_score_gemma":0.01386718,"domain_scores_codex":[0.9965503,0.0003485415,0.0008253544,0.0008844875,0.0004680773,0.0009232737],"domain_scores_gemma":[0.9982586,0.0005255628,0.0003480957,0.0003836008,0.0001896673,0.0002944837],"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":[0.00009763698,0.0001622501,0.09778746,0.00003632501,0.00005959732,0.000007512007,0.0006506455,0.000001531911,0.8205007,0.002285777,0.0003031078,0.07810745],"study_design_scores_gemma":[0.001108248,0.001933332,0.9330819,0.0004834887,0.0001819084,0.0001079896,0.00007052469,0.00004761869,0.008156023,0.001212993,0.05272452,0.0008914163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985659,0.005766267,0.00002361522,0.003651703,0.001588557,0.0005078058,0.0002688068,0.00003314395,0.00250108],"genre_scores_gemma":[0.9935295,0.003166889,0.00004799803,0.000232669,0.0009480994,0.00001673801,0.0000106766,0.000009006542,0.002038424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8352945,"threshold_uncertainty_score":0.8634263,"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."}}