{"id":"W4413366131","doi":"10.1017/9781009599801","title":"Face and Form","year":2025,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Princeton University; University of Oxford; Harvard University; University of Cambridge; Yale University; Wayne State University; York University","keywords":"Face (sociological concept); Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000414077,0.0006711102,0.0003640196,0.00128474,0.002709891,0.00782703,0.0006453966,0.001733207,0.03943033],"category_scores_gemma":[0.001599579,0.0001896076,0.0003027941,0.001000424,0.009409651,0.007079428,0.002822002,0.002293167,0.01093796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304232,"about_ca_system_score_gemma":0.001076979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003561272,"about_ca_topic_score_gemma":0.004422462,"domain_scores_codex":[0.999333,0.00019892,0.00002158234,0.000124401,0.000239041,0.00008305137],"domain_scores_gemma":[0.9997321,0.00008201358,0.00001812328,0.00006387925,0.00006530211,0.00003860261],"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":[0.0000154698,0.000006169374,0.0001350856,0.00006923688,0.000002745172,0.00006785829,0.002253736,0.000066366,0.0002024021,0.8663853,0.0667364,0.0640592],"study_design_scores_gemma":[0.000002705548,0.000008305629,0.0002931593,0.0000999749,0.000001929669,0.0003240353,0.0008591355,0.00004436249,0.00009370327,0.09841907,0.8998485,0.000005151538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001728046,0.02184586,0.002496837,0.005657678,0.00128621,0.00001855241,0.00009574882,0.00007675942,0.9667943],"genre_scores_gemma":[0.1374583,0.01720555,0.003632103,0.004175043,0.002317792,0.00007781025,0.0002520653,0.0002535964,0.8346278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03943033,"threshold_uncertainty_score":0.1319076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702731251659377,"score_gpt":0.1860475216466369,"score_spread":0.1690202091300431,"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."}}