{"id":"W4246148731","doi":"10.2310/7070.2003.14024","title":"Hodge Memorial Awards Winners","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Optometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00570367,0.001445548,0.001533946,0.004014148,0.002841222,0.008342683,0.001635748,0.006774007,0.08213393],"category_scores_gemma":[0.007064896,0.0005637017,0.001432969,0.001156389,0.0009152322,0.001923284,0.006190977,0.004227892,0.04352709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003184628,"about_ca_system_score_gemma":0.006914204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003089289,"about_ca_topic_score_gemma":0.01792429,"domain_scores_codex":[0.994739,0.0003578125,0.0001698836,0.0003242243,0.00304284,0.001366226],"domain_scores_gemma":[0.9823031,0.0003448648,0.0003311477,0.0003964688,0.004694656,0.01192973],"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":[0.00007954433,0.00008194718,0.0005693999,0.00004209029,0.00001630077,0.0001727274,0.00001948959,0.00006421332,0.0001536217,0.001778603,0.9692255,0.02779657],"study_design_scores_gemma":[0.00008742706,0.0001774161,0.006387218,0.0001145244,0.00003301724,0.0003925415,0.0002622128,0.000309809,0.0002967862,0.002237196,0.9896654,0.00003638741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01535083,0.01826259,0.001600172,0.220726,0.4902931,0.0005687376,0.00191461,0.0008107874,0.2504732],"genre_scores_gemma":[0.02516007,0.006278822,0.0008777051,0.01433806,0.06605736,0.0001595975,0.0008992826,0.0002312523,0.8859978],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08213393,"threshold_uncertainty_score":0.2747653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151546693015746,"score_gpt":0.2186530791659085,"score_spread":0.187137612235751,"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."}}