{"id":"W4392108797","doi":"10.15173/m.v1i40.3251","title":"Dr. Stacey Ritz","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ritz method; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001408811,0.0004447425,0.0005277205,0.001077903,0.002366314,0.002531176,0.0006816738,0.002725906,0.1078638],"category_scores_gemma":[0.01198442,0.0002639576,0.0002433502,0.0003970681,0.0008782864,0.001877028,0.001680399,0.006091234,0.0461345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484021,"about_ca_system_score_gemma":0.002491881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005759187,"about_ca_topic_score_gemma":0.01010651,"domain_scores_codex":[0.9992023,0.0001558556,0.00003649985,0.0001866058,0.0003236868,0.00009513735],"domain_scores_gemma":[0.9958469,0.0006248087,0.0001511031,0.0001101999,0.00176563,0.001501312],"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":[0.00001216777,0.000006285599,0.0002597061,0.00002748895,0.000001529966,0.0001500464,0.0001010568,0.000008574207,0.00006191388,0.001171745,0.9758479,0.02235167],"study_design_scores_gemma":[0.000004602141,0.000008210793,0.0004198463,0.00009301177,0.000002255267,0.001334929,0.000359833,0.00002683039,0.0000959835,0.0006416133,0.9970053,0.0000074934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001938915,0.02760556,0.001448659,0.7831099,0.06424979,0.00006434422,0.0002841798,0.0005770926,0.1207215],"genre_scores_gemma":[0.02023516,0.03044509,0.001612606,0.2631852,0.02157778,0.0001023613,0.0002390606,0.0005012379,0.6621016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8921362,"threshold_uncertainty_score":0.3608404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07366125745046873,"score_gpt":0.283523270638897,"score_spread":0.2098620131884283,"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."}}