{"id":"W4389610367","doi":"10.1016/j.scijus.2023.12.003","title":"Evaluation of indirect transfer mechanisms of semen under varying test conditions","year":2023,"lang":"en","type":"article","venue":"Science & Justice","topic":"Multidisciplinary Science and Engineering Research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Science North","funders":"","keywords":"Semen; Stain; Bull semen; Biophysics; Chemistry; Andrology; Biology; Anatomy; Cryopreservation; Pathology; Staining; Medicine; Cell biology","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":[0.002259919,0.0005709123,0.0005601721,0.0004315017,0.0006426522,0.001184112,0.001132993,0.0007508597,0.004138026],"category_scores_gemma":[0.004896775,0.0002353334,0.0006931581,0.0003251852,0.0007773594,0.001179673,0.0009446767,0.0007558629,0.0003788121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006886186,"about_ca_system_score_gemma":0.001066001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563938,"about_ca_topic_score_gemma":0.00107834,"domain_scores_codex":[0.9986811,0.0004319322,0.00006677362,0.0002134742,0.0003501318,0.0002565533],"domain_scores_gemma":[0.9958748,0.002612157,0.0003107276,0.0004038577,0.0005803644,0.0002181339],"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":[0.008021701,0.00112881,0.01744722,0.0005882625,0.0002080356,0.0002187576,0.0005835862,0.004916527,0.9274201,0.003063109,0.0001945806,0.03620925],"study_design_scores_gemma":[0.00008870182,0.009749839,0.02125553,0.0000410192,0.0002425504,0.000133519,0.0004058311,0.0118096,0.9546169,0.0008269284,0.0007853748,0.00004428986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947572,0.000480077,0.003051083,0.0000497052,0.00002464151,0.000107895,0.0001142222,0.00002143447,0.001393891],"genre_scores_gemma":[0.9952921,0.0003646074,0.001883155,0.00003447506,0.00001478305,0.00007921367,0.0001748984,0.00001461394,0.002142237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004138026,"threshold_uncertainty_score":0.01384306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3019228585504415,"score_gpt":0.4874692939263472,"score_spread":0.1855464353759057,"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."}}