{"id":"W2151025032","doi":"10.1530/rep-08-0503","title":"Spermatozoal transcriptome profiling for bull sperm motility: a potential tool to evaluate semen quality","year":2009,"lang":"en","type":"article","venue":"Reproduction","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Agriculture and Agri-Food Canada","funders":"Faculty of Medicine and Health, University of Sydney; Agriculture and Agri-Food Canada","keywords":"Transcriptome; Sperm quality; Andrology; Motility; Sperm motility; Semen; Biology; Sperm; Semen quality; Cell biology; Medicine; Genetics; Gene expression; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001016783,0.0001867945,0.0001855374,0.00005567108,0.000149269,0.00003950957,0.0001159256,0.000130572,0.00001203329],"category_scores_gemma":[0.0001973323,0.0001828556,0.000161556,0.0001272567,0.00003848691,0.000009417133,0.00002661813,0.00007859051,0.00001739578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003306084,"about_ca_system_score_gemma":0.0000634282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008552998,"about_ca_topic_score_gemma":0.00000212647,"domain_scores_codex":[0.9979244,0.00006744688,0.0003753114,0.001103828,0.0002262082,0.0003027624],"domain_scores_gemma":[0.998823,0.000001451638,0.00008903874,0.0007118567,0.0002951955,0.00007946197],"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":[0.0004992802,0.0001247361,0.0001815966,0.00003318886,0.00003100117,4.426418e-7,0.0000752725,0.001087498,0.9763405,0.0001032415,0.0008064209,0.02071681],"study_design_scores_gemma":[0.0006244736,0.001034143,0.01566187,0.000008814257,0.00005716208,0.00005222325,0.00007602511,0.0002608214,0.937577,0.000676689,0.04366121,0.0003095696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798411,0.0003802003,0.01497144,0.002711255,0.0007559287,0.001072462,0.00002077589,0.00004490743,0.0002020043],"genre_scores_gemma":[0.9897704,0.00006886901,0.005078074,0.0001909378,0.002552485,0.00004607764,0.0001593988,0.00002308541,0.002110647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04285479,"threshold_uncertainty_score":0.7456633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534858136750613,"score_gpt":0.3195453952423126,"score_spread":0.2941968138748065,"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."}}