{"id":"W4392741744","doi":"10.1007/978-3-031-53645-8_7","title":"Leading Through Nonverbal Communication Across Cultures","year":2024,"lang":"en","type":"book-chapter","venue":"Springer series in emerging cultural perspectives in work, organizational, and personnel studies","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nonverbal communication; Communication; Psychology; Computer science","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":[0.0008840141,0.0005209193,0.0001813766,0.000818509,0.002715967,0.01030357,0.0007458371,0.00112045,0.02363268],"category_scores_gemma":[0.003586582,0.000299031,0.0002862795,0.001325962,0.00321028,0.008127133,0.002994266,0.002244127,0.004016631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008281549,"about_ca_system_score_gemma":0.001671805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00319313,"about_ca_topic_score_gemma":0.005499661,"domain_scores_codex":[0.9993099,0.0003395782,0.00002511789,0.00007999656,0.0001652981,0.0000800932],"domain_scores_gemma":[0.9985477,0.0009093431,0.0001066022,0.0001606506,0.0001652568,0.0001104274],"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":[0.00005702459,0.00003469803,0.001436851,0.0001866864,0.00001539928,0.0004869487,0.1043964,0.0009923206,0.002320969,0.6226112,0.02299678,0.2444647],"study_design_scores_gemma":[0.00001969405,0.00008680196,0.004070519,0.001020114,0.00003681748,0.0004946343,0.1226294,0.002670087,0.003087017,0.3776403,0.4881852,0.00005931506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01697303,0.002209253,0.01806657,0.002178354,0.0005188785,0.00001707312,0.00004530845,0.000117705,0.9598738],"genre_scores_gemma":[0.6625383,0.006319171,0.01552294,0.0005565049,0.0003225077,0.0001106178,0.000165891,0.0003423145,0.3141218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02363268,"threshold_uncertainty_score":0.07905918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05637042040529987,"score_gpt":0.3794499784770645,"score_spread":0.3230795580717646,"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."}}