{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005242974,0.0003847831,0.000709875,0.001209212,0.001625744,0.003407451,0.000942102,0.0008954088,0.006004614],"category_scores_gemma":[0.0256601,0.0003130868,0.0004612641,0.001040698,0.00281574,0.002152363,0.002192979,0.0009746593,0.000772423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190468,"about_ca_system_score_gemma":0.0008947043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043888,"about_ca_topic_score_gemma":0.00322063,"domain_scores_codex":[0.9944253,0.003617012,0.0001416892,0.0006036039,0.0004650631,0.000747392],"domain_scores_gemma":[0.9720522,0.01628399,0.00569584,0.00184752,0.0009458361,0.003174702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001707896,0.001948769,0.2888127,0.0004797305,0.0004842411,0.0009031637,0.008609464,0.2416581,0.003570308,0.3539059,0.01073931,0.08718036],"study_design_scores_gemma":[0.0004173301,0.001137937,0.1580177,0.000181143,0.00007601153,0.000528703,0.008097512,0.3401498,0.0012805,0.4651742,0.02481446,0.0001245512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700126,0.0003579613,0.0161315,0.0004742832,0.0000434263,0.000056055,0.0001255957,0.00004361007,0.01275495],"genre_scores_gemma":[0.9979478,0.0000485805,0.0009831126,0.0000199489,0.0000160906,0.00002262746,0.0000669524,0.000007391668,0.0008875515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006004614,"threshold_uncertainty_score":0.02772784,"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."}}