{"id":"W2136173947","doi":"10.1371/journal.pone.0095495","title":"Dynamics of Social Behavior in Fruit Fly Larvae","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Centre for Addiction and Mental Health","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University; Ontario Innovation Trust","keywords":"Larva; Foraging; Burrow; Biology; Drosophila melanogaster; Ecology; Population; Pupa; Zoology; Social relation; Social evolution; Experimental evolution; Evolutionary biology; Demography; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001227297,0.00006258696,0.0001657125,0.00001014732,0.00004374805,0.00001014595,0.000139172,0.00008644212,0.0002011157],"category_scores_gemma":[0.00001680831,0.00002698947,0.0000483043,0.000106774,0.00002971281,0.0000388852,0.00002861775,0.0000858035,0.00000730303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001991045,"about_ca_system_score_gemma":0.000002058917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002745749,"about_ca_topic_score_gemma":0.002203376,"domain_scores_codex":[0.9994227,0.00003976251,0.0001398533,0.000106934,0.0001531706,0.0001375289],"domain_scores_gemma":[0.9998322,0.00003266572,0.00004665686,0.00002651044,0.00004155574,0.00002045511],"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":[0.00001466352,0.0009756181,0.101519,0.000005343607,0.000004116278,0.000001016135,0.00003916254,9.492141e-9,0.8716546,0.00240224,0.00001019172,0.02337398],"study_design_scores_gemma":[0.0001144459,0.0003372213,0.9643887,0.00001575454,0.00003825328,2.309391e-7,0.00003738748,0.0001164018,0.03413508,0.0006820767,0.00002976871,0.0001046802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982092,0.000004195751,0.000001091339,0.0003715556,0.000007871369,0.0001431017,0.00002592277,0.0000519717,0.001185108],"genre_scores_gemma":[0.9995475,0.000002907071,0.00009134461,0.00006325349,0.00007274822,0.00004396096,0.00003086202,6.489216e-7,0.0001467665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8628697,"threshold_uncertainty_score":0.2202076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186210980498363,"score_gpt":0.2233893887184979,"score_spread":0.1915272789135143,"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."}}