{"id":"W4200237992","doi":"10.29173/wclawr65","title":"The 2021 WCLR Student Award Winners","year":2021,"lang":"en","type":"article","venue":"The Wrongful Conviction Law Review","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Virology; Psychology; Medicine","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":[0.01011018,0.001102534,0.001508327,0.003186107,0.006980151,0.01622823,0.003130888,0.02811682,0.05370583],"category_scores_gemma":[0.02562655,0.0007907049,0.001921748,0.001025629,0.002686594,0.003380835,0.006474486,0.01557999,0.04245891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008079215,"about_ca_system_score_gemma":0.02832502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02727262,"about_ca_topic_score_gemma":0.07946449,"domain_scores_codex":[0.9878317,0.0008853387,0.0003846266,0.000890829,0.006337321,0.003670328],"domain_scores_gemma":[0.9875042,0.001153289,0.0004258292,0.0005573279,0.005186569,0.005172755],"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":[0.00002092761,0.00002712882,0.000253586,0.00002766491,0.000006931058,0.00009267827,0.00002647287,0.00002756799,0.00007390316,0.009266776,0.9814765,0.008699877],"study_design_scores_gemma":[0.00001657921,0.0000261366,0.001156286,0.0001424357,0.00001068142,0.00005911904,0.0001596683,0.0001495598,0.0001410724,0.003246531,0.994865,0.00002699619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003023761,0.006374708,0.001025236,0.5858912,0.1539942,0.0003005519,0.001095456,0.0004066919,0.2478883],"genre_scores_gemma":[0.01585895,0.002224792,0.0006769159,0.1588375,0.01999492,0.0002294976,0.0006316262,0.0001770427,0.8013688],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05370583,"threshold_uncertainty_score":0.179664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03834161588079556,"score_gpt":0.3414870390639886,"score_spread":0.303145423183193,"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."}}