{"id":"W2124649354","doi":"10.1111/j.0014-3820.2003.tb00345.x","title":"THE DYNAMICS OF MALE BROODING, MATING PATTERNS, AND SEX ROLES IN PIPEFISHES AND SEAHORSES (FAMILY SYNGNATHIDAE)","year":2003,"lang":"en","type":"article","venue":"Evolution","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Deutsche Forschungsgemeinschaft; National Science Foundation","keywords":"Biology; Paternal care; Sexual selection; Mating; Zoology; Sexual dimorphism; Heterochrony; Female sperm storage; Mating system; Parental investment; Ecology; Sperm competition; Evolutionary biology; Ontogeny; Offspring","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":[0.0002582644,0.00004709237,0.00006081937,0.000005337514,0.0001116898,0.00002494703,0.00003559762,0.00003659538,0.000006351867],"category_scores_gemma":[0.00007276457,0.0000179398,0.00001033142,0.00007560328,0.00003720693,0.00008205434,0.00001631559,0.00003864663,5.471658e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001745644,"about_ca_system_score_gemma":0.000004075091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000704623,"about_ca_topic_score_gemma":0.004641599,"domain_scores_codex":[0.9995513,0.00007005242,0.0001255439,0.00008992293,0.00007615417,0.00008702891],"domain_scores_gemma":[0.9997421,0.0001475524,0.00005836073,0.0000209677,0.00001589134,0.00001513412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002426752,0.000009977306,0.9613193,0.000007543997,0.000002066372,2.373889e-7,0.0001145515,0.000001963433,0.004065549,0.005087922,0.00002797867,0.02936052],"study_design_scores_gemma":[0.00005941259,0.00004165948,0.987594,0.00003662437,0.00000373651,0.000004054446,0.004067377,0.005613221,0.0001811576,0.002204295,0.0001421613,0.00005232104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984569,0.0005907402,0.00007182659,0.0003520658,0.00001934176,0.00007060324,0.000004270214,0.000007122034,0.0004271552],"genre_scores_gemma":[0.9995711,0.0001446865,0.00004364856,0.000035002,0.00001575514,0.000004289768,0.000005531538,3.494115e-7,0.0001796239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0293082,"threshold_uncertainty_score":0.2590121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121967192813491,"score_gpt":0.1951545314610675,"score_spread":0.1829578121797184,"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."}}