{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03026007,0.00009532831,0.0001965556,0.001154433,0.0004178626,0.00009624314,0.00129206,0.00004180947,0.0004850669],"category_scores_gemma":[0.01014449,0.00007359104,0.00006283719,0.008695713,0.0007432823,0.000882776,0.0001759729,0.0001085368,0.0002043146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007242194,"about_ca_system_score_gemma":0.000851476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002601532,"about_ca_topic_score_gemma":0.00001467744,"domain_scores_codex":[0.9913689,0.0001292851,0.0004877741,0.0004798811,0.007106786,0.0004273426],"domain_scores_gemma":[0.9955485,0.001912769,0.00008079172,0.0005267269,0.001781108,0.0001500699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004861585,0.0000771644,0.0006452245,0.00002650646,0.0000060422,0.000001834136,0.002331696,0.1934694,0.7885512,0.007448323,0.0002544337,0.007183243],"study_design_scores_gemma":[0.0003567915,0.0001757983,0.09412739,0.00005529022,0.0001027532,0.00000412157,0.007466616,0.677792,0.1231765,0.09656936,0.00001458934,0.0001587485],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718009,0.00001689135,0.02143237,0.0003906382,0.0005109462,0.0002824286,0.0000453612,0.00004692555,0.00547357],"genre_scores_gemma":[0.9991105,0.000006742414,0.0005702989,0.0000151724,0.00001582153,0.0000165477,0.000002743295,0.000005174439,0.0002569983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6653747,"threshold_uncertainty_score":0.9985513,"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."}}