{"id":"W4309528810","doi":"10.7554/elife.74816.sa2","title":"Author response: Collective dynamics support group drumming, reduce variability, and stabilize tempo drift","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Social dynamics; Dyad; Dynamics (music); Sociality; Task (project management); Cognitive psychology; Psychology; Computer science; Crowds; Social psychology; Cognitive science; Artificial intelligence; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00335051,0.0006488651,0.001200524,0.0001530083,0.0006927933,0.0001889355,0.0006100763,0.0002679195,0.01577032],"category_scores_gemma":[0.0002440757,0.0006650403,0.0003952778,0.0006126574,0.000283097,0.0001462515,0.0008488553,0.001273248,0.00002050179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007255949,"about_ca_system_score_gemma":0.001843369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310247,"about_ca_topic_score_gemma":0.0001218266,"domain_scores_codex":[0.9955822,0.0009923239,0.0009239645,0.001193549,0.0007010284,0.0006068833],"domain_scores_gemma":[0.9969833,0.0009763264,0.0005386779,0.0008698105,0.0003497457,0.0002821122],"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":[0.000118697,0.0003183316,0.00208733,0.0007333504,0.0002749712,0.000005622578,0.0005686191,0.0000065256,0.000006130972,0.06431866,0.9279304,0.003631345],"study_design_scores_gemma":[0.0003597745,0.0002488804,0.0005277423,0.0002815761,0.0001756022,0.00000278075,0.0007029791,0.0006757567,0.000001078493,0.009503853,0.9867056,0.0008143934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0152161,0.003998562,0.007520928,0.3018657,0.02256259,0.01569844,0.05376955,0.0007998118,0.5785683],"genre_scores_gemma":[0.02123323,0.0001930535,0.000881766,0.0009968561,0.0004949993,0.0007950655,0.004684398,0.0001431478,0.9705775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3920091,"threshold_uncertainty_score":0.9995801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524194728435004,"score_gpt":0.3384207490383628,"score_spread":0.3131788017540128,"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."}}