{"id":"W4388792537","doi":"10.1016/j.anbehav.2023.10.017","title":"Winner and loser effects in humans: evidence from randomized trials","year":2023,"lang":"en","type":"article","venue":"Animal Behaviour","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Foundation for Innovation","keywords":"CONTEST; Psychology; Task (project management); Test (biology); Comprehension; Social psychology; Reading (process); Developmental psychology; Cognitive psychology; Computer science; Economics; Biology","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":[0.0740312,0.001612311,0.007042613,0.0006771384,0.0009845387,0.0025494,0.002244079,0.006677048,0.0095337],"category_scores_gemma":[0.2032789,0.001150146,0.004430758,0.0008136461,0.006893189,0.003707545,0.001040495,0.005816683,0.0009407381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008750361,"about_ca_system_score_gemma":0.00133551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008180334,"about_ca_topic_score_gemma":0.0008792111,"domain_scores_codex":[0.8972205,0.08643412,0.0062633,0.005317964,0.003928143,0.0008360138],"domain_scores_gemma":[0.6344666,0.3206829,0.02174335,0.0181757,0.002764659,0.002166685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7740953,0.003970545,0.007898384,0.01241969,0.06450396,0.0003038446,0.0005989961,0.002657688,0.001862408,0.009768729,0.005745166,0.1161753],"study_design_scores_gemma":[0.7076344,0.08710557,0.02160197,0.005278777,0.06331763,0.001179127,0.0004118372,0.01009675,0.004213116,0.07693671,0.02181962,0.0004044932],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6598716,0.2334532,0.04632929,0.01783276,0.01020485,0.006512658,0.00242149,0.0006602042,0.02271388],"genre_scores_gemma":[0.9671171,0.01158227,0.01125745,0.004567623,0.001576302,0.001525537,0.0004063308,0.0001377536,0.001829513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0740312,"threshold_uncertainty_score":0.3915191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219439828506859,"score_gpt":0.4172208831746444,"score_spread":0.2952769003239585,"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."}}