{"id":"W3120257975","doi":"10.15173/m.v1i38.2636","title":"Dr. Suzanne Archie","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008540884,0.00009177414,0.0001865073,0.00002258415,0.0006836868,0.000005149838,0.0001800843,0.0001118437,0.001628913],"category_scores_gemma":[0.000290669,0.00005597683,0.00005333231,0.0001360564,0.00004290144,0.00002260458,0.00008940672,0.0006433083,0.001918574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007061339,"about_ca_system_score_gemma":0.001450739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004817649,"about_ca_topic_score_gemma":0.0009730825,"domain_scores_codex":[0.9979169,0.0009626691,0.0003038751,0.0001806831,0.0001775607,0.0004582712],"domain_scores_gemma":[0.9984524,0.0005901574,0.00007927587,0.0005518954,0.0001371873,0.0001890854],"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":[0.00004691502,0.0003387563,0.0188718,0.001831439,0.0001466736,0.00007322228,0.1688391,6.224597e-7,0.002552721,0.09958918,0.6610191,0.04669039],"study_design_scores_gemma":[0.0001903625,0.0000182323,0.01907071,0.0002872265,0.000008561959,0.000009460533,0.05729578,0.000001909511,0.0001408225,0.001754649,0.9211299,0.00009239982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.728793,0.007246091,0.00001468903,0.2132884,0.004048103,0.0003977425,0.00001355772,0.00009081,0.04610763],"genre_scores_gemma":[0.9449854,0.0005698475,0.00007672024,0.005018337,0.002856823,0.0001924135,0.000008879516,0.00002922381,0.04626235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2601107,"threshold_uncertainty_score":0.9992837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1707790891912278,"score_gpt":0.4981344446834199,"score_spread":0.3273553554921922,"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."}}