{"id":"W4308114944","doi":"10.6000/1927-520x.2022.11.08","title":"In Vitro Embryo Production in Water Buffalo","year":2022,"lang":"en","type":"article","venue":"Journal of Buffalo Science","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Intracytoplasmic sperm injection; Gamete; Embryo; Sperm; In vitro fertilisation; Embryo transfer; Andrology; In vitro maturation; Cryopreservation; In vitro; Biotechnology; Oocyte; Cell biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001653963,0.00006849054,0.0001023457,0.0002475858,0.0001194878,0.0000193812,0.0002873405,0.00002571355,0.00001960219],"category_scores_gemma":[0.0000896774,0.00005256051,0.00004443108,0.0003678736,0.0001317893,0.00001942407,0.0001730181,0.000196053,0.00000195833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000743806,"about_ca_system_score_gemma":0.0001635107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002266529,"about_ca_topic_score_gemma":0.000007135329,"domain_scores_codex":[0.9988204,0.00005188842,0.0002902003,0.0002665723,0.0003489912,0.0002219729],"domain_scores_gemma":[0.9995545,0.000001671277,0.00011326,0.0001698944,0.0001140387,0.0000466636],"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":[0.0001582959,0.00009705304,0.0006752912,0.000003034641,0.000002053453,0.00001320512,0.0001492927,0.002757332,0.994127,0.000005505701,0.0004343754,0.00157751],"study_design_scores_gemma":[0.0002460745,0.0003574133,0.006962552,0.000003624948,0.000002557749,0.0003355336,0.0003073333,0.00005633111,0.9720669,0.0001134499,0.01946335,0.00008483294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967683,0.0006192302,0.00004896476,0.001182105,0.00102315,0.00007473982,6.896087e-7,0.000001072674,0.0002817673],"genre_scores_gemma":[0.9984518,0.00008348891,0.0003181505,0.0001016508,0.0003397796,0.000003953088,0.000001502389,0.000006022931,0.0006935992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220601,"threshold_uncertainty_score":0.2143355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008381506414597525,"score_gpt":0.2451941566673754,"score_spread":0.2368126502527778,"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."}}