{"id":"W2161371932","doi":"10.3791/53242","title":"Conditions Affecting Social Space in <em>Drosophila melanogaster</em>","year":2015,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"City University of New York","keywords":"Drosophila melanogaster; Confounding; Biology; Drosophila (subgenus); Genetics; Gene; Evolutionary biology; Computer science; Statistics; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004811565,0.0001900685,0.0003244168,0.0001333511,0.0001486012,0.00003925249,0.000187973,0.0002535263,0.00008059805],"category_scores_gemma":[0.00007991493,0.0001764384,0.0001769646,0.0001079406,0.00006347441,0.00002373793,0.00008640678,0.000199305,0.0000204222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006262572,"about_ca_system_score_gemma":0.0001226417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000265414,"about_ca_topic_score_gemma":0.00002053698,"domain_scores_codex":[0.99863,0.0001868479,0.0004439109,0.0001882309,0.00023736,0.0003136014],"domain_scores_gemma":[0.9992185,0.00001431567,0.0003530598,0.0001143375,0.0001571544,0.000142673],"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":[0.0004286156,0.000506003,0.002908424,0.000005974885,0.00006949016,0.0001054715,0.002091513,0.0000088668,0.9881777,0.00008440838,0.005509617,0.0001038816],"study_design_scores_gemma":[0.007760598,0.001609774,0.008633458,0.00005921031,0.00007984609,0.0003400069,0.002880458,0.00001826178,0.9728422,0.0001933781,0.005180519,0.0004022983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978293,0.0005415049,0.00008422406,0.0001072631,0.0007067844,0.0001327935,0.000008716337,0.000007296676,0.0005821573],"genre_scores_gemma":[0.9981539,0.00002729898,0.0004346925,0.0002100928,0.0006543814,0.00001203163,0.00003915693,0.00002302913,0.000445458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01533554,"threshold_uncertainty_score":0.7194951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156069908797231,"score_gpt":0.386686487644524,"score_spread":0.3551257885565516,"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."}}