{"id":"W2055849162","doi":"10.4141/a03-114","title":"Development of in vitro tests to predict fertility of bulls","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Animal Science","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Sperm; Andrology; Capacitation; Semen; Acrosome reaction; Zona pellucida; Blastocyst; Human fertilization; Incubation; Acrosome; Biology; Insemination; BOAR; Chemistry; Embryo; Anatomy; Oocyte; Embryogenesis; Medicine; Biochemistry; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001528895,0.00005465744,0.0002158763,0.0002748824,0.00004433849,0.000003049175,0.0002058105,0.00003338773,0.00004476159],"category_scores_gemma":[0.0010057,0.00004253948,0.00003172313,0.0004603357,0.0004709842,0.0001066343,0.00001487453,0.0001199117,0.000002373156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766409,"about_ca_system_score_gemma":0.00415757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004599969,"about_ca_topic_score_gemma":0.002837183,"domain_scores_codex":[0.9989903,0.00001840895,0.0004266598,0.0001480952,0.0001942972,0.0002222594],"domain_scores_gemma":[0.998862,0.00001725057,0.0001229099,0.0001331506,0.0003667128,0.0004979345],"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":[0.001137384,0.00004085847,0.1555956,0.000009819661,0.000004400385,0.0000101392,0.0008563593,0.000002826109,0.8344449,0.000005700504,0.00002306704,0.007869005],"study_design_scores_gemma":[0.0001337961,0.0002535218,0.7077371,0.0000378491,0.000003258693,0.00002295921,0.00006273784,0.000006262802,0.2910474,0.000008358704,0.0006628547,0.00002389264],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983926,0.0001453278,0.00002080234,0.0007851173,0.0000563812,0.0000962673,0.000004023436,8.616684e-7,0.0004985499],"genre_scores_gemma":[0.9923783,6.729539e-7,0.007491404,0.00008395824,0.00003439545,4.637139e-7,1.579986e-7,0.000001602794,0.000009040276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5521415,"threshold_uncertainty_score":0.7375351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966772004950499,"score_gpt":0.2881466368598115,"score_spread":0.2584789168103064,"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."}}