{"id":"W4324264299","doi":"10.21423/bovine-vol42no2p181-188","title":"Case study","year":2019,"lang":"en","type":"article","venue":"The Bovine Practitioner","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Health Canada; University of Minnesota; Pfizer","keywords":"Herd; Insemination; Artificial insemination; Animal science; Pregnancy; Reproduction; Confidence interval; Medicine; Pregnancy rate; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001596779,0.00006444121,0.00006698054,0.000002552375,0.000166723,0.00005622378,0.0001051818,0.00002073824,0.002442442],"category_scores_gemma":[0.00001015539,0.00001472449,0.00003750027,0.00009213596,0.00001094281,0.0001542322,0.0000496557,0.00008371053,0.001336232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001125798,"about_ca_system_score_gemma":0.000002672941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145002,"about_ca_topic_score_gemma":0.001062117,"domain_scores_codex":[0.9995736,0.00005082689,0.00009498656,0.0001169977,0.00005307527,0.0001104651],"domain_scores_gemma":[0.9996949,0.0001324056,0.00006070763,0.00005525827,0.0000236357,0.00003313101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006030276,0.005427183,0.2593451,0.0000262857,0.0006680362,0.002813454,0.0086255,0.0003350566,0.2126755,0.04957344,0.1591189,0.3007885],"study_design_scores_gemma":[0.0007268575,0.002077337,0.3151406,0.00000648881,0.00007383562,0.008108765,0.02695565,0.0002437063,0.000314576,0.00149528,0.644187,0.0006698654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835006,0.00001142431,1.203958e-7,0.00542398,0.00009571412,0.0002943662,0.000009514188,0.00002913313,0.01063514],"genre_scores_gemma":[0.9941618,0.000004428678,0.000004329222,0.0006489578,0.0003307784,0.00001339172,0.00001127698,3.768208e-7,0.004824695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4850681,"threshold_uncertainty_score":0.9994413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450633781742381,"score_gpt":0.2384242504437757,"score_spread":0.2139179126263519,"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."}}