{"id":"W2040593113","doi":"10.1071/rdv21n1ab316","title":"316 EFFECT OF ULTRASOUND TRANSDUCER FREQUENCY ON FOLLICLE IDENTIFICATION ACCURACY IN CATTLE","year":2008,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Corpus luteum; Follicle; Ovary; Ultrasound; Transducer; Follicular phase; Anatomy; Biology; Biomedical engineering; Acoustics; Medicine; Endocrinology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004144386,0.0001035896,0.0001417634,0.000015304,0.0001391622,0.000007941619,0.00007091832,0.00005058003,0.00008629861],"category_scores_gemma":[0.0001968231,0.00004778069,0.00002741628,0.0001393712,0.00008461044,0.0001373727,0.0000139231,0.00007288379,0.00002115442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000554238,"about_ca_system_score_gemma":0.000005840148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001862997,"about_ca_topic_score_gemma":0.00006224897,"domain_scores_codex":[0.9989179,0.0001081026,0.0002649826,0.0004110657,0.0001745809,0.0001233988],"domain_scores_gemma":[0.9995517,0.0002253609,0.00007337986,0.0000937225,0.00001296098,0.00004294754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002354192,0.0003114391,0.3092373,0.00003430678,0.00001006969,0.000001005886,0.0005162383,0.00002661514,0.6332805,0.000007224221,0.00002661046,0.05631332],"study_design_scores_gemma":[0.0001172519,0.0001283087,0.6659414,0.00001086029,0.000001528535,0.000003123173,0.00002179733,4.6343e-7,0.3334782,0.00003476943,0.0002034865,0.00005890234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990681,0.0001714061,0.000002158419,0.0002035747,0.00006920537,0.0003461582,0.000004135902,0.00002015298,0.000115038],"genre_scores_gemma":[0.9996961,0.0000552188,0.00007305868,0.00001272216,0.00001969175,0.00003671596,0.00002687287,7.789098e-7,0.0000788758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3567041,"threshold_uncertainty_score":0.194844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944620075042266,"score_gpt":0.2314190219359619,"score_spread":0.2119728211855393,"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."}}