{"id":"W4231515850","doi":"10.1093/pch/15.5.260a","title":"Authors' response:","year":2010,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Medicine; Computer science; Intensive care medicine","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":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01323443,0.00022268,0.0003284471,0.0005291974,0.00273815,0.0000381503,0.000530384,0.0003932418,0.002678739],"category_scores_gemma":[0.00772607,0.0002132524,0.00009020489,0.001197698,0.00009187706,0.0002986099,0.0002504357,0.004874679,0.006340968],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005036637,"about_ca_system_score_gemma":0.005647838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300418,"about_ca_topic_score_gemma":0.0003768564,"domain_scores_codex":[0.9941234,0.002211523,0.0008902763,0.0005374445,0.0008581856,0.001379175],"domain_scores_gemma":[0.9950508,0.002055841,0.0005327498,0.0009373163,0.0003541517,0.001069091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000536571,0.0004456697,0.805791,0.0003948457,0.00001703034,0.00000715903,0.01070253,8.02814e-7,0.0001095242,0.0099985,0.1555906,0.01640573],"study_design_scores_gemma":[0.0004738276,0.00007250627,0.5365682,0.00001504627,0.000006340928,0.000008781448,0.001213306,0.00001709576,0.00000377334,0.0005648254,0.4609268,0.0001294861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7450165,0.00176138,0.0001520566,0.2003906,0.0121484,0.002394068,0.0001157001,0.0004161973,0.0376051],"genre_scores_gemma":[0.9481435,0.001673193,0.00222649,0.02167053,0.00676932,0.0003470313,0.0001356244,0.00015097,0.01888338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3053361,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737730566798503,"score_gpt":0.4833564735726438,"score_spread":0.4359791679046588,"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."}}