{"id":"W4386256237","doi":"10.24908/iqurcp16759","title":"From Father to Son: Passing Down the Secrets of Paternal Success.","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Offspring; Autosome; Sperm; Genetics; Sire; Sexual selection; Reproductive success; Sexual conflict; Drosophila melanogaster; Locus (genetics); Selection (genetic algorithm); Heritability; Gene; Mating; X chromosome; Evolutionary biology; Demography; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008057963,0.0001683734,0.0001980229,0.0001122692,0.0002212362,0.0001995518,0.0006642765,0.0001404277,0.00007368947],"category_scores_gemma":[0.0002865449,0.0001200656,0.00008876319,0.0004089251,0.000531874,0.00001683849,0.0005065061,0.0002532588,0.0001013662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001648343,"about_ca_system_score_gemma":0.0001569938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595651,"about_ca_topic_score_gemma":0.00002468292,"domain_scores_codex":[0.997924,0.00007623831,0.0003568288,0.0004516304,0.0006856276,0.0005056832],"domain_scores_gemma":[0.9985881,0.00009279406,0.00009819704,0.0002192111,0.0008151975,0.0001864906],"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":[0.0005882311,0.0002481479,0.03384352,0.0002452831,0.0002968191,0.00002460651,0.009524195,0.00002076733,0.8453761,0.01228001,0.05418418,0.0433681],"study_design_scores_gemma":[0.001374125,0.00219626,0.0526877,0.0004599541,0.00003673128,0.00001259395,0.02402984,0.0005955605,0.7638246,0.1019535,0.05202124,0.0008078595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794967,0.0000446907,0.0003046121,0.01698153,0.0001223771,0.0002547332,0.0000216441,0.00002726996,0.002746469],"genre_scores_gemma":[0.9958046,0.0003892549,0.0001065636,0.0002156993,0.0005023491,0.00006470321,0.00003813525,0.00002152436,0.002857158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08967351,"threshold_uncertainty_score":0.4896134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07715363246366852,"score_gpt":0.3724598442341713,"score_spread":0.2953062117705028,"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."}}