{"id":"W4416414438","doi":"10.3390/ani15223353","title":"Red LED Light Irradiation Increases the Resistance Against Environmental Stress of Frozen Bovine Sperm Thawed in Suboptimal Conditions","year":2025,"lang":"en","type":"article","venue":"Animals","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Insemination Center of Quebec","funders":"Ministerio de Ciencia, Tecnología, Conocimiento e Innovación; Universitat de Girona","keywords":"Cryopreservation; Sperm; Semen; In vivo; Sperm quality; Irradiation","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":[0.0001772192,0.0001689694,0.0001592092,0.0001010762,0.0001182517,0.0001831787,0.0001323068,0.0001849208,0.001998928],"category_scores_gemma":[0.0001774214,0.00007801731,0.0001466417,0.00007493878,0.0001488493,0.0001337475,0.0001211108,0.0002333843,0.0001335335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202916,"about_ca_system_score_gemma":0.00009550167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004689372,"about_ca_topic_score_gemma":0.0008388319,"domain_scores_codex":[0.9999048,0.0000230604,0.00000838509,0.00002523761,0.00002096569,0.00001758298],"domain_scores_gemma":[0.9999006,0.00002917298,0.00002945258,0.000009973495,0.00001878171,0.00001194117],"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":[0.0001364846,0.00001486636,0.0004554265,0.00004094576,0.00000403591,0.00002231439,0.00002412452,0.00004463676,0.9981751,0.00002030757,0.00001531221,0.001046383],"study_design_scores_gemma":[0.00001027635,0.001320768,0.02180213,0.00001385958,0.00002522524,0.0001111277,0.00008738925,0.0004534276,0.9747694,0.00003359918,0.001366493,0.000006362418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973392,0.000818759,0.001146673,0.00003410987,0.00001640787,0.000009143386,0.00006493201,0.00001460393,0.0005561294],"genre_scores_gemma":[0.9962513,0.0005013492,0.001327179,0.0000368782,0.000006446438,0.0000145173,0.0001317678,0.00001156686,0.001718932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001998928,"threshold_uncertainty_score":0.006687105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006558609458188723,"score_gpt":0.2381832860937496,"score_spread":0.2316246766355609,"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."}}