{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004124706,0.0005902593,0.0006985145,0.00005162938,0.0003422915,0.000313187,0.0006189189,0.000660565,0.0001009197],"category_scores_gemma":[0.0001156443,0.0003220088,0.0003587356,0.0005243008,0.00006130202,0.0001249678,0.0001807528,0.0006320894,0.00003108874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851161,"about_ca_system_score_gemma":0.0001357826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806517,"about_ca_topic_score_gemma":0.00004714991,"domain_scores_codex":[0.9972996,0.0001628496,0.0004984965,0.00108321,0.0003202013,0.0006356347],"domain_scores_gemma":[0.9985402,0.00009739483,0.0003811088,0.0002301236,0.0004912301,0.0002599987],"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":[0.0001119015,0.0001040417,0.009240689,0.00006917461,0.00006590014,0.000007124913,0.000005445394,0.000006451046,0.989503,0.0001608929,0.0006556344,0.00006975432],"study_design_scores_gemma":[0.001037722,0.0009799708,0.7500448,0.0001477388,0.000444686,4.837708e-8,0.000005344748,0.002348692,0.2184621,0.00003094287,0.02468167,0.001816259],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924285,0.000322381,0.001617528,0.0008909784,0.0006007919,0.002037445,0.0007762203,0.001310565,0.0000155931],"genre_scores_gemma":[0.9949632,0.00006263772,0.001252286,0.000833071,0.001735727,0.00112098,0.000003193086,0.00001924225,0.000009722125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7710409,"threshold_uncertainty_score":0.9999232,"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."}}