{"id":"W6960732047","doi":"10.1371/journal.pgph.0004294.s001","title":"Study Partners.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seroprevalence; Confidence interval; Population; Epidemiology; Public health; Odds ratio; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005451014,0.0007830891,0.0009866534,0.00166502,0.001713141,0.004439981,0.001990262,0.002561122,0.6316452],"category_scores_gemma":[0.0132789,0.000564122,0.0006201256,0.001724823,0.0005032128,0.001931119,0.003973796,0.001996941,0.3895406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269528,"about_ca_system_score_gemma":0.005595658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00635842,"about_ca_topic_score_gemma":0.009621363,"domain_scores_codex":[0.9959788,0.001842503,0.0003100392,0.0007062718,0.0006229932,0.0005393764],"domain_scores_gemma":[0.9918469,0.001390601,0.0005650257,0.0009502819,0.002685412,0.002561678],"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":[0.0003954111,0.0001399804,0.003537982,0.0007599676,0.00002990274,0.0002959546,0.0003798394,0.00003078867,0.0001347211,0.003231752,0.8586784,0.1323854],"study_design_scores_gemma":[0.0001612849,0.00005929619,0.001839078,0.0004650555,0.00002083273,0.000336684,0.0003985231,0.00006013567,0.00004571618,0.001277501,0.9953256,0.00001024889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005563869,0.01146955,0.004257135,0.04003226,0.0132557,0.003167986,0.0998046,0.003267291,0.8191817],"genre_scores_gemma":[0.0514207,0.01085174,0.008322828,0.04504384,0.004923791,0.006274484,0.07772749,0.002148634,0.7932865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3683548,"threshold_uncertainty_score":0.5254134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06419089620710426,"score_gpt":0.2971382443742859,"score_spread":0.2329473481671817,"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."}}