{"id":"W4385009163","doi":"10.1097/rhu.0000000000001999","title":"What's On My Face","year":2023,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Philosophy; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007123179,0.00006607694,0.0003719834,0.0001240127,0.0001892841,0.0001004179,0.0003736383,0.0002138866,0.0004528105],"category_scores_gemma":[0.01729603,0.00005371727,0.0002005859,0.0003000583,0.0003536211,0.0006815168,0.00001900166,0.0006234596,0.001081017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000176455,"about_ca_system_score_gemma":0.0007243881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004784304,"about_ca_topic_score_gemma":0.0001057088,"domain_scores_codex":[0.9970644,0.001218468,0.0009098197,0.0001215037,0.0004370115,0.0002487613],"domain_scores_gemma":[0.9843246,0.01432794,0.0008094413,0.0001067757,0.000206754,0.000224478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007312164,0.0007557996,0.2227665,0.00004127921,0.0003389198,0.0001602097,0.04057306,0.00009418835,0.000004385458,0.355899,0.270683,0.1079524],"study_design_scores_gemma":[0.0005141729,0.000294791,0.03118798,0.0001239929,0.00002335077,0.00003975822,0.06862707,0.000009471386,0.000003904234,0.02055192,0.8785196,0.0001039719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7326941,0.0003596562,0.00001818414,0.2458881,0.01103063,0.00005372736,5.721443e-7,0.00002768879,0.009927401],"genre_scores_gemma":[0.9854033,0.009998919,0.0001286635,0.001852818,0.000530495,0.000001235173,8.267063e-7,0.000007054513,0.002076702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6078366,"threshold_uncertainty_score":0.9996967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2931116384856387,"score_gpt":0.5588429591341233,"score_spread":0.2657313206484846,"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."}}