{"id":"W4392504382","doi":"10.2139/ssrn.4750228","title":"Biodegradable Mgnrha- Polylactic-Co-Glycolic Acid Microspheres Ehance Both Quantity and Quality of Sperm Though Multiple Sperm Stripping of Rainbow Trout (Oncorhynchus Mykiss)","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Rainbow trout; Polylactic acid; Sperm; Microsphere; Chemistry; Sperm quality; Glycolic acid; Fishery; Biology; Fish <Actinopterygii>; Chemical engineering; Botany; Lactic acid; Organic chemistry; Engineering","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":[0.0001463869,0.0002438112,0.0001323851,0.0001218421,0.00008742168,0.0002107255,0.00012758,0.0002907793,0.001138383],"category_scores_gemma":[0.0001308726,0.0001184682,0.0001695968,0.00008853901,0.0001649739,0.000241076,0.000174931,0.0002420135,0.0002367763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002040721,"about_ca_system_score_gemma":0.0001966458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121185,"about_ca_topic_score_gemma":0.002784364,"domain_scores_codex":[0.9998957,0.000006327356,0.000006459946,0.00002943685,0.00003273793,0.00002935113],"domain_scores_gemma":[0.9999071,0.00001420648,0.00003811701,0.00000723314,0.00001326165,0.00002001378],"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":[0.00004530326,0.000009214727,0.0001260823,0.0000119926,0.000002106503,0.000009960597,0.000007627788,0.00005313638,0.9987999,0.00002687708,0.000009949926,0.0008977721],"study_design_scores_gemma":[0.000009586527,0.0004486399,0.006120846,0.000003150944,0.00001390897,0.00003547305,0.00001522076,0.0004172691,0.9920771,0.00001708811,0.0008374478,0.000004242643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961448,0.0004330566,0.002241232,0.00002531609,0.00002980296,0.00001262834,0.0001012388,0.00005054863,0.0009613944],"genre_scores_gemma":[0.9902397,0.0002371079,0.002474137,0.00002873189,0.000009930326,0.00001393739,0.000136205,0.00002182282,0.006838442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00121185,"threshold_uncertainty_score":0.00380832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595227718876894,"score_gpt":0.3128296564963461,"score_spread":0.2868773793075772,"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."}}