{"id":"W4205636003","doi":"10.1139/gen-2020-0184","title":"Special issue of selected papers from the 15th Canadian Drosophila Research Conference, CANFLY XV 2019, held in Toronto, Ontario, Canada, on 9–13 June 2019","year":2021,"lang":"en","type":"article","venue":"Genome","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biology; Library science; Canadian studies; Drosophila (subgenus); Genealogy; Genetics; History; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000231064,0.0001337172,0.0002259634,0.00001372274,0.0002109426,0.00005250276,0.0004000933,0.0001269011,0.01662687],"category_scores_gemma":[0.00003444164,0.00005813079,0.00004388089,0.000329678,0.00005997475,0.00004348474,0.0000485554,0.0003342751,0.00001432441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171262,"about_ca_system_score_gemma":0.001474969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999389,"about_ca_topic_score_gemma":0.9999992,"domain_scores_codex":[0.998426,0.0001776001,0.0002177385,0.0003025121,0.0003785526,0.0004975794],"domain_scores_gemma":[0.9992818,0.0001315898,0.00004221078,0.0001303347,0.0002571336,0.0001569188],"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":[0.0001266145,0.0001152442,0.02109965,0.000002623223,0.00003474658,0.0001903355,0.001467055,0.00000185488,0.8237552,0.001114422,0.1388036,0.01328865],"study_design_scores_gemma":[0.00009235724,0.000104236,0.7470647,0.00001157122,0.000004773903,0.00000124957,0.0004579854,4.186418e-7,0.001453537,0.00009544694,0.2506016,0.0001120743],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404325,0.0002141503,7.821401e-9,0.004115352,0.0003065185,0.0002665205,0.0005409764,0.00001115713,0.05411285],"genre_scores_gemma":[0.9865728,0.00007713444,0.000004743009,0.0006363381,0.001210762,0.00001911797,0.0003196302,0.000001643427,0.01115781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8223017,"threshold_uncertainty_score":0.9842721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053840310640306,"score_gpt":0.2391599142479365,"score_spread":0.2186215111415334,"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."}}