{"id":"W4309938229","doi":"10.3390/ani12233271","title":"Cryopreservation of Semen in Domestic Animals: A Review of Current Challenges, Applications, and Prospective Strategies","year":2022,"lang":"en","type":"review","venue":"Animals","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Mitacs","keywords":"Cryopreservation; Cryoprotectant; Semen; Biology; Sperm; Germplasm; Biotechnology; Chemistry; Cell biology; Botany; Embryo; Genetics","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":[0.0005672465,0.0002167153,0.001471697,0.000205171,0.0000205961,0.000005070298,0.00008854589,0.00008153418,0.0001712829],"category_scores_gemma":[0.0003498559,0.0001798888,0.0001526605,0.0004837708,0.00005262741,0.00005487809,0.00007484686,0.0002486679,0.000002762189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009919728,"about_ca_system_score_gemma":0.0003721125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002157431,"about_ca_topic_score_gemma":0.000005528042,"domain_scores_codex":[0.9983345,0.0001387633,0.0007745071,0.0003474671,0.0002827816,0.0001219805],"domain_scores_gemma":[0.9987119,0.0002418503,0.0005676259,0.0003119991,0.0001254565,0.00004118303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001467963,0.0001638563,0.0001411489,0.3848712,0.00008804954,0.000005761429,0.00005437597,4.532146e-8,0.000005321793,0.008420198,0.0000585001,0.6061769],"study_design_scores_gemma":[0.0002959761,0.0004825233,0.002709665,0.1023922,0.001285271,0.00008322527,0.0001211534,0.000001989344,0.00000128408,0.0007561692,0.8917156,0.0001549141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003052558,0.9955271,0.00002004485,0.0000332117,0.0000273952,0.003085255,0.00003248946,0.00001817552,0.001225777],"genre_scores_gemma":[0.0005268926,0.9978447,0.0001129968,0.000008049224,0.00005889818,0.001306428,0.0001092493,0.00002491069,0.00000789727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8916571,"threshold_uncertainty_score":0.7335653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333312436336827,"score_gpt":0.4095160507051774,"score_spread":0.2761848070714947,"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."}}