{"id":"W2886059341","doi":"10.1145/3212721.3212816","title":"Towards a model of nonverbal leadership in unstructured joint physical activity","year":2018,"lang":"en","type":"article","venue":"","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Horizon 2020; Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Nonverbal communication; Improvisation; Joint (building); Dance; Computer science; Set (abstract data type); Artificial intelligence; Human–computer interaction; Psychology; Cognitive psychology; Communication; Engineering; Visual arts","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005424623,0.00053814,0.0007387914,0.0004860114,0.0004125861,0.00133801,0.001776048,0.001067073,0.002015592],"category_scores_gemma":[0.002842215,0.0004305651,0.0005921543,0.0004419285,0.0008348655,0.001729683,0.001152493,0.00143478,0.0004412348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006734279,"about_ca_system_score_gemma":0.001071136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007731155,"about_ca_topic_score_gemma":0.006164865,"domain_scores_codex":[0.9996634,0.00008564895,0.00001427969,0.0001013674,0.00008405606,0.00005137636],"domain_scores_gemma":[0.9991789,0.0003824373,0.000132431,0.00008317878,0.0001339372,0.00008908399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00007964663,0.00008005641,0.00142625,0.0000495452,0.00003077899,0.00007705155,0.0001498346,0.9149002,0.003676103,0.04573593,0.0007088537,0.03308566],"study_design_scores_gemma":[0.000003004458,0.00000620372,0.00007668207,0.000001507421,0.00000114942,0.000003139051,0.000006916989,0.9950122,0.0001137239,0.004658927,0.0001139203,0.000002570359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01383845,0.00005817213,0.9850652,0.0001019818,0.0000215234,0.00001831737,0.00003036094,0.0001586047,0.0007074131],"genre_scores_gemma":[0.6594696,0.0002794499,0.3351089,0.0001255981,0.0001141532,0.0002186598,0.0002723665,0.0001552694,0.004256004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007731155,"threshold_uncertainty_score":0.01537228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2895501121077965,"score_gpt":0.3536156117249747,"score_spread":0.06406549961717822,"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."}}