{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008926862,0.001200771,0.0009011694,0.0009823036,0.005202836,0.007900628,0.001383585,0.003187158,0.5910615],"category_scores_gemma":[0.007282207,0.0004372263,0.001110471,0.0005959765,0.001432584,0.006939453,0.004996708,0.005115573,0.47877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311412,"about_ca_system_score_gemma":0.001838489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893581,"about_ca_topic_score_gemma":0.006280179,"domain_scores_codex":[0.9985713,0.0002980267,0.00004376644,0.0002064715,0.0005405415,0.0003399031],"domain_scores_gemma":[0.9971426,0.0002136797,0.0001294377,0.0001793274,0.00108724,0.001247664],"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":[0.00001387876,0.00002050127,0.0002102576,0.00005646995,0.000003201227,0.0001749867,0.0003662753,0.00001113726,0.00009712274,0.001217583,0.9598008,0.03802783],"study_design_scores_gemma":[0.000003703424,0.00001453029,0.0002488618,0.0001512799,0.000002785722,0.0005874566,0.001065637,0.00001233849,0.00004944694,0.0006191783,0.997234,0.00001077894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002572941,0.01117487,0.002619125,0.1081119,0.05234148,0.0001992877,0.001464834,0.002651266,0.8188643],"genre_scores_gemma":[0.01389127,0.006565487,0.001321652,0.03983781,0.005868255,0.0001099648,0.000800555,0.0007603329,0.9308446],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5910615,"threshold_uncertainty_score":0.5833011,"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."}}