{"id":"W6930685764","doi":"10.5281/zenodo.15284465","title":"Data from \"A constellation of dysfunctional hybrid phenotypes enforces reproductive isolation between Caenorhabditis nematode species\"","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Spermatid; Assortative mating; Mating; Sperm; Phenotype; Spermiogenesis; Sterility; Caenorhabditis elegans","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":[0.00220975,0.001972401,0.002050354,0.002374183,0.00115643,0.002111619,0.002905336,0.002424746,0.07076266],"category_scores_gemma":[0.009504701,0.000766012,0.001937715,0.003429923,0.0005792781,0.0008824932,0.002180825,0.001713381,0.0422489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224195,"about_ca_system_score_gemma":0.003003834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415223,"about_ca_topic_score_gemma":0.03043718,"domain_scores_codex":[0.9980818,0.0003274447,0.0002766068,0.000689821,0.0003906414,0.0002337336],"domain_scores_gemma":[0.9955013,0.002040408,0.0005641391,0.0008755324,0.0007300206,0.0002885103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003126292,0.00004936272,0.003835858,0.004359482,0.0002471271,0.00008393014,0.00006758302,0.0007364833,0.0008576797,0.0007758276,0.9849547,0.003719295],"study_design_scores_gemma":[0.001019286,0.00005206217,0.01805266,0.001145609,0.0003378004,0.0002178954,0.0001000472,0.000641231,0.001253453,0.002354683,0.9747446,0.00008072134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001784205,0.00007312601,0.00009141309,0.00003239282,0.00001644268,0.00001387954,0.9991911,0.0001827966,0.0002204847],"genre_scores_gemma":[0.0007322687,0.00005756192,0.0004008946,0.00005904087,0.000004047753,0.0001709961,0.9981729,0.00007278057,0.000329476],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07076266,"threshold_uncertainty_score":0.2367247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06025341683074801,"score_gpt":0.2837900924777695,"score_spread":0.2235366756470215,"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."}}