{"id":"W4414909186","doi":"10.1017/9781009552356.011","title":"The Secret Code of Body Language","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gesture; Nonverbal communication; Body language; Tone (literature); Zoom; Facial expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009641291,0.0004834284,0.0002625283,0.001195327,0.002108405,0.005553131,0.0005884402,0.001630821,0.01396473],"category_scores_gemma":[0.003481978,0.000240883,0.0001874237,0.0007896846,0.01491122,0.004417437,0.002197949,0.00302494,0.007317009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101456,"about_ca_system_score_gemma":0.002023705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002971938,"about_ca_topic_score_gemma":0.001958569,"domain_scores_codex":[0.998887,0.0003789946,0.00006308305,0.0001576737,0.0003967983,0.0001165181],"domain_scores_gemma":[0.998852,0.0004873159,0.00008224296,0.0002732349,0.0002443979,0.00006074043],"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":[0.000007558194,0.00000274591,0.00005757744,0.00002646473,0.000001368156,0.00002956363,0.001531921,0.00007969972,0.0001697799,0.9665093,0.01323432,0.01834967],"study_design_scores_gemma":[0.000005365717,0.00001482582,0.0004123021,0.0002492872,0.000003938268,0.000284545,0.0008382669,0.0003565095,0.0006824444,0.3062086,0.6909283,0.0000155438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003088412,0.004892787,0.01607639,0.006386661,0.001482584,0.00004096229,0.0002208169,0.0001712356,0.96764],"genre_scores_gemma":[0.3316479,0.007300825,0.00946329,0.004142949,0.001889979,0.0002781244,0.0003676133,0.000482005,0.6444274],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01396473,"threshold_uncertainty_score":0.04671669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358354570650158,"score_gpt":0.2330592499465972,"score_spread":0.2194757042400957,"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."}}