{"id":"W6983774128","doi":"","title":"No.906 Want To Be A Better Psychiatrist Enter A Beauty Pageant!","year":2024,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beauty; Queen (butterfly); Publishing; Perspective (graphical)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005140508,0.0004761869,0.0003940546,0.0005653452,0.003779575,0.00393873,0.0006017714,0.001952807,0.784292],"category_scores_gemma":[0.003026177,0.0004613991,0.000295089,0.0005986457,0.0006582672,0.001882353,0.001975776,0.002436363,0.6902657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131316,"about_ca_system_score_gemma":0.001629697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0218826,"about_ca_topic_score_gemma":0.08269205,"domain_scores_codex":[0.9996341,0.00004623405,0.00001331332,0.00004150951,0.0001667057,0.0000980131],"domain_scores_gemma":[0.9966946,0.0002223553,0.0001055211,0.0001150802,0.000743897,0.00211865],"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":[0.000008979096,0.000004265987,0.00005183721,0.00001150742,2.808324e-7,0.00001763011,0.00002335203,0.000001733297,0.0000351326,0.0001567982,0.9946594,0.00502919],"study_design_scores_gemma":[0.000005096582,0.000008278939,0.0005312095,0.00003924815,7.929561e-7,0.00004507588,0.000245636,0.000009712163,0.00004227072,0.00009871615,0.9989696,0.000004374956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001128919,0.001075245,0.0002276779,0.03778534,0.01184878,0.0000992629,0.00252054,0.001113426,0.9442008],"genre_scores_gemma":[0.0006811463,0.0002038543,0.0000499436,0.00269861,0.0003768969,0.00001133687,0.0001822721,0.0001776115,0.9956182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.784292,"threshold_uncertainty_score":0.3076813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006887772561056192,"score_gpt":0.2017301513121822,"score_spread":0.194842378751126,"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."}}