{"id":"W2122300590","doi":"10.1095/biolreprod.106.059550","title":"Reproductive-Tactic-Specific Variation in Sperm Swimming Speeds in a Shell-Brooding Cichlid1","year":2007,"lang":"en","type":"article","venue":"Biology of Reproduction","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"","keywords":"Sperm; Biology; Sperm competition; Zoology; Spawn (biology); Ecology; Reproductive success; Andrology; Demography; Population; Botany","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":[0.002628043,0.0001649497,0.0002801255,0.000147556,0.00008817997,0.00001103805,0.0001356746,0.0002215557,0.00008485771],"category_scores_gemma":[0.0002436433,0.00008647277,0.00007379022,0.001030901,0.0001213837,0.0002497459,0.00004609786,0.0002589074,0.00001388496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282653,"about_ca_system_score_gemma":0.000008461325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009993226,"about_ca_topic_score_gemma":0.000487804,"domain_scores_codex":[0.9976838,0.0001240727,0.0005992078,0.001106996,0.0001373571,0.0003486296],"domain_scores_gemma":[0.9993098,0.00007143751,0.0002643877,0.0002150846,0.0001018473,0.00003740038],"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":[0.0001784799,0.0001805661,0.1413191,0.000005330366,0.000003604196,0.000003328203,0.0003161475,0.00001034785,0.7326296,0.0003199808,0.00001029159,0.1250233],"study_design_scores_gemma":[0.0001642481,0.0002470117,0.8503996,0.00002112606,0.000005360856,0.00004022659,0.0006890548,0.000003498872,0.1416077,0.00038598,0.006277119,0.000159169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995985,0.001386842,0.00007976036,0.0007055265,0.0009530351,0.0003511991,0.000002340678,0.00005409966,0.0004822373],"genre_scores_gemma":[0.9977613,0.000289931,0.0004678741,0.000005838492,0.001239084,0.000007450114,0.00003090716,0.00000220872,0.000195424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7090805,"threshold_uncertainty_score":0.3526257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605658088193488,"score_gpt":0.2680879240869273,"score_spread":0.2320313432049924,"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."}}