{"id":"W3100615976","doi":"10.1101/2020.05.08.076158","title":"A generic white pupae sex selection phenotype for insect pest control","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre","funders":"","keywords":"Ceratitis capitata; Biology; Sterile insect technique; Bactrocera dorsalis; Capitata; Phenotype; White (mutation); PEST analysis; Sexing; Genetics; Insect; Gene; CRISPR; Tephritidae; Botany; Brassica oleracea","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001870315,0.0005446102,0.0001934622,0.0003830609,0.0001613914,0.0003023355,0.0003296967,0.0003235124,0.002855244],"category_scores_gemma":[0.0001101702,0.0001589719,0.0002537005,0.0001711591,0.0003116353,0.0001563712,0.0004730323,0.0007346149,0.00085905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012489,"about_ca_system_score_gemma":0.0001669072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002972194,"about_ca_topic_score_gemma":0.0004539696,"domain_scores_codex":[0.9998562,0.00001854026,0.00001350626,0.00003704075,0.00005999528,0.00001471172],"domain_scores_gemma":[0.9998713,0.00002153634,0.00004647288,0.00002488482,0.00001078011,0.00002511692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001532437,0.00001010148,0.0001161857,0.00002003192,0.000002935684,0.00004126723,0.000005778452,0.00003025955,0.9972307,0.0002439193,0.0001059577,0.002177532],"study_design_scores_gemma":[0.00001557192,0.0001092991,0.0054319,0.00001355547,0.00001709331,0.0007665333,0.000017328,0.001079143,0.9800396,0.0001401594,0.01236121,0.000008603288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514712,0.003170765,0.1205533,0.0009017352,0.000347029,0.0003401883,0.004462898,0.002637467,0.01611552],"genre_scores_gemma":[0.9267187,0.001573004,0.05185263,0.0002985724,0.00004678009,0.0001889734,0.002553763,0.0004528771,0.01631477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002855244,"threshold_uncertainty_score":0.009551704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568307323361379,"score_gpt":0.2137930393768105,"score_spread":0.1881099661431967,"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."}}