{"id":"W2575584301","doi":"10.1038/ncomms13953","title":"Mate choice in fruit flies is rational and adaptive","year":2017,"lang":"en","type":"article","venue":"Nature Communications","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of General Medical Sciences; National Institute on Aging; National Institutes of Health; Vanderbilt University","keywords":"Mate choice; Transitive relation; Drosophila melanogaster; Biology; Sorting; Set (abstract data type); Rational expectations; Offspring; Cognitive psychology; Evolutionary biology; Genetics; Psychology; Computer science; Mating; Econometrics; Mathematics; Combinatorics; Pregnancy","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":[0.0004234496,0.0001222078,0.0001710733,0.0001935373,0.0001917512,0.0004634099,0.0002119971,0.0003071773,0.0008700743],"category_scores_gemma":[0.0008732212,0.0001411353,0.0001677996,0.0001191179,0.0007205723,0.0003587635,0.0003188313,0.0002960929,0.0002469994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507633,"about_ca_system_score_gemma":0.0001725544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004117182,"about_ca_topic_score_gemma":0.0009447262,"domain_scores_codex":[0.9997585,0.00007017776,0.00001511001,0.00006327915,0.00006433893,0.00002846676],"domain_scores_gemma":[0.9994971,0.0001432973,0.0001708461,0.00008912612,0.00004016692,0.0000594939],"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":[0.0006241929,0.0001528762,0.132357,0.000294982,0.0002080485,0.0007661036,0.001139985,0.004914839,0.7335937,0.04089034,0.0009653326,0.08409256],"study_design_scores_gemma":[0.0001140026,0.001382891,0.7710473,0.00007718513,0.0001248411,0.00251982,0.00078592,0.02276421,0.1208658,0.06498873,0.0151712,0.0001581787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832147,0.0004423885,0.01184481,0.0001904939,0.000007993961,0.00001683179,0.0001599196,0.00009216023,0.004030664],"genre_scores_gemma":[0.9960163,0.0001605028,0.002934007,0.00005652836,0.00000525538,0.00001288387,0.00008741393,0.000008697118,0.0007183596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008700743,"threshold_uncertainty_score":0.002910733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09894996423681464,"score_gpt":0.2983871079688477,"score_spread":0.1994371437320331,"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."}}