{"id":"W6960685484","doi":"10.1371/journal.pone.0142717.s001","title":"Results of subclinical mastitis testing on individual samples by employing various tests.","year":2015,"lang":"en","type":"dataset","venue":"Figshare","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; California mastitis test; Subclinical infection; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002116976,0.0004410215,0.0005826579,0.00002404323,0.0002193385,0.0001168809,0.0009902302,0.0003564128,0.009012417],"category_scores_gemma":[0.01173797,0.0001633966,0.0001363071,0.0004925784,0.00003169053,0.00009961794,0.0009543179,0.0004774749,0.001298281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004833993,"about_ca_system_score_gemma":0.00001695013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007304611,"about_ca_topic_score_gemma":0.001574668,"domain_scores_codex":[0.9972998,0.0001112066,0.0006706612,0.0006912178,0.0007849921,0.0004420928],"domain_scores_gemma":[0.9960326,0.002632961,0.0007217965,0.0001632025,0.0003009357,0.0001485381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002039825,0.0001113064,0.00004954735,0.00008297557,0.00005235359,0.0000184535,0.000006549839,0.000003374701,0.00001788708,1.596476e-7,0.995538,0.004099021],"study_design_scores_gemma":[0.0001961747,0.0006038731,0.02319597,0.0013313,0.0000465232,0.000003299089,0.00003525619,6.149141e-7,0.000008200178,0.00001562149,0.9741552,0.0004080017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004734895,0.0002147988,2.050234e-9,0.0003134577,0.00009077456,0.0003870452,0.9980022,0.00009748553,0.0004207642],"genre_scores_gemma":[0.0009780452,0.00002033224,0.00002654479,0.0002473365,0.0005426533,0.00008829653,0.9978914,0.000002268082,0.0002031607],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02314643,"threshold_uncertainty_score":0.9994794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2116092200207465,"score_gpt":0.2996870691521529,"score_spread":0.0880778491314064,"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."}}