{"id":"W4402837364","doi":"10.1162/rest_a_01509","title":"Teamwork in Contests","year":2024,"lang":"en","type":"article","venue":"The Review of Economics and Statistics","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Teamwork; Business; Computer science; Economics; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.0003770897,0.00005649744,0.0001702321,0.00002148152,0.00001380887,0.0000122657,0.00007540984,0.00001868311,0.0001415976],"category_scores_gemma":[0.00001441429,0.00003897045,0.00001903979,0.00004389701,0.00005078767,0.00001575192,0.00001841851,0.00008381533,0.00003606949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009725023,"about_ca_system_score_gemma":0.00002018249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005165013,"about_ca_topic_score_gemma":0.0000630314,"domain_scores_codex":[0.9995409,0.00002396055,0.0002487302,0.00009173604,0.00001138085,0.00008326905],"domain_scores_gemma":[0.9995765,0.0002084931,0.00004593322,0.0001435385,0.000008497847,0.00001703867],"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":[0.000002691884,0.000007511382,0.0003971928,0.001108751,0.0000166943,0.000002392874,0.0002288624,0.000004990517,1.257451e-7,0.8283703,0.003082821,0.1667776],"study_design_scores_gemma":[0.0003720426,0.0001695418,0.02825683,0.007830405,0.0001025254,0.00008059302,0.0001533865,0.04293769,7.721931e-7,0.08372079,0.8360404,0.000334979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1188011,0.8491257,0.002151377,0.002569531,0.001296605,0.0005090988,0.0008546609,0.00001695479,0.02467486],"genre_scores_gemma":[0.3348339,0.6627426,0.001158136,0.0005810868,0.00005192346,0.00001513884,0.00001641879,0.00001282548,0.0005879525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8329576,"threshold_uncertainty_score":0.1589169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193179964844879,"score_gpt":0.3203375270525943,"score_spread":0.3010195305681064,"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."}}