{"id":"W4311311267","doi":"10.1016/j.anireprosci.2022.107170","title":"Letter from the guest editor","year":2022,"lang":"en","type":"letter","venue":"Animal Reproduction Science","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Semen; Fertility; Semen quality; Proteomics; Biology; Infertility; Sperm; Male infertility; Human fertilization; Proteome; Andrology; Bioinformatics; Medicine; Genetics; Pregnancy; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008858771,0.0001908149,0.0002075437,0.000122541,0.0006174158,0.0001130488,0.0003752584,0.0001424293,0.001732677],"category_scores_gemma":[0.001804978,0.0001278141,0.0001135839,0.0008377676,0.0006417224,0.0002926268,0.0001775947,0.001590031,0.0003714121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153595,"about_ca_system_score_gemma":0.0003314282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003161825,"about_ca_topic_score_gemma":0.000001373987,"domain_scores_codex":[0.9964964,0.0000595343,0.0002344955,0.001309495,0.001569316,0.0003307638],"domain_scores_gemma":[0.9980279,0.0001196203,0.0001560241,0.001387346,0.0002560137,0.00005307003],"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":[0.00003859884,0.00001702838,0.0006022566,0.000006705467,0.00001272484,0.00008494476,0.00005883782,4.122992e-7,0.007837191,0.000005836677,0.9909975,0.0003379774],"study_design_scores_gemma":[0.0001141698,0.0002526915,0.009636081,0.00001932587,0.000104279,0.0002179537,0.00003027375,0.000009804832,0.001550059,0.00003293145,0.9878889,0.0001434878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009885494,0.0002797338,0.00001969578,0.947382,0.04023977,0.0003582544,0.00001739084,0.0001317966,0.001685805],"genre_scores_gemma":[0.006676881,0.0000195921,0.0001358729,0.6499107,0.3387537,0.00004865222,0.0001491172,0.00002810594,0.004277425],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2985139,"threshold_uncertainty_score":0.9991799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147596137709496,"score_gpt":0.2771120841298269,"score_spread":0.2456361227527319,"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."}}