{"id":"W4392116736","doi":"10.15173/m.v1i40.3250","title":"Dr. David Lysecki","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":true,"ca_institutions":"","funders":"","keywords":"Peer review; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009485797,0.0003968789,0.000393978,0.001005188,0.001354445,0.001776668,0.0006190963,0.001724497,0.05501889],"category_scores_gemma":[0.007977176,0.0001959553,0.0002077107,0.000351713,0.0006985625,0.001606083,0.001208186,0.004516022,0.02723456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336777,"about_ca_system_score_gemma":0.002297068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004819273,"about_ca_topic_score_gemma":0.007700412,"domain_scores_codex":[0.9991713,0.000131037,0.00003801507,0.0001570865,0.0003802426,0.0001225084],"domain_scores_gemma":[0.9969663,0.000372062,0.0001399385,0.00008365581,0.001212787,0.0012253],"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":[0.000006796893,0.000005606311,0.0002616106,0.00002801993,0.000001537692,0.0001241109,0.00004666505,0.00001313562,0.0000374285,0.001387253,0.9695477,0.02854019],"study_design_scores_gemma":[0.000003836094,0.000009707803,0.0004347237,0.0001179585,0.000002798837,0.002024593,0.0001766635,0.00002935324,0.00009557548,0.0006618887,0.996434,0.000008947477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002227591,0.06888536,0.002467751,0.6977325,0.07973168,0.00006393227,0.0003717265,0.0005650229,0.1479544],"genre_scores_gemma":[0.03950494,0.09925588,0.00278985,0.2851293,0.02964968,0.0001153136,0.0004700484,0.0004892967,0.5425956],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05501889,"threshold_uncertainty_score":0.1840565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0818412405070601,"score_gpt":0.289114162143825,"score_spread":0.2072729216367649,"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."}}