{"id":"W4416794306","doi":"10.1093/evolut/qpaf245","title":"On the expression of male harm in <i>Drosophila melanogaster</i> : impacts of density and structural complexity of the mating environment","year":2025,"lang":"en","type":"article","venue":"Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mating; Harm; Sexual conflict; Sexual selection; Expression (computer science); Drosophila melanogaster; Antagonistic Coevolution","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001300989,0.000300873,0.0001832039,0.0001888787,0.0001785641,0.0003506456,0.0001776289,0.0002544954,0.001195416],"category_scores_gemma":[0.0001817627,0.0001282921,0.0002645804,0.00009488639,0.000386913,0.0002061953,0.0003605155,0.0005434999,0.0001255547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004437812,"about_ca_system_score_gemma":0.0001612743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007643849,"about_ca_topic_score_gemma":0.00219783,"domain_scores_codex":[0.9997913,0.00004220852,0.00001928607,0.00004932329,0.00006502614,0.0000328345],"domain_scores_gemma":[0.9996904,0.00007795268,0.0001087823,0.00003273779,0.00002529679,0.00006484333],"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":[0.0001593735,0.00003992245,0.001453969,0.00003830366,0.00001012201,0.00002694203,0.00002687654,0.00006447899,0.996891,0.0000498429,0.00002980632,0.001209468],"study_design_scores_gemma":[0.00001919571,0.001313387,0.2231622,0.00001693192,0.00004931196,0.0002274636,0.0002068654,0.001334558,0.7724345,0.00009056321,0.001119193,0.00002585681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984834,0.0002296795,0.000271623,0.00004159166,0.000004855452,0.000009560992,0.0001549179,0.000009266461,0.0007951474],"genre_scores_gemma":[0.9979024,0.000186846,0.0007057262,0.0001034525,0.000004745879,0.0000207245,0.0002284508,0.00001024819,0.0008373628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001195416,"threshold_uncertainty_score":0.003998995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349835590112604,"score_gpt":0.2258152215531413,"score_spread":0.2023168656520152,"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."}}