{"id":"W2785264157","doi":"10.2139/ssrn.3092844","title":"Beauty and Academic Career","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto","funders":"Office of Advanced Cyberinfrastructure; National Institute of General Medical Sciences; National Institutes of Health; National Science Foundation","keywords":"Beauty; Psychology; Sociology; Art; Aesthetics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001675588,0.0001747303,0.000299221,0.001366505,0.002822854,0.003779618,0.0004708834,0.001410056,0.0300232],"category_scores_gemma":[0.007368325,0.000174025,0.0003642935,0.001223005,0.00219768,0.001040933,0.001996737,0.001813282,0.002098088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007425532,"about_ca_system_score_gemma":0.000825269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184651,"about_ca_topic_score_gemma":0.004963067,"domain_scores_codex":[0.9992833,0.0002913169,0.00001929626,0.00004994183,0.0001517289,0.0002043988],"domain_scores_gemma":[0.9908513,0.002122557,0.001620548,0.0003637854,0.0007491884,0.004292496],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001762982,0.003148514,0.7672356,0.0001874819,0.0002808942,0.0007643325,0.008462236,0.0005299991,0.001434003,0.06837334,0.01094665,0.1368739],"study_design_scores_gemma":[0.0001094621,0.0005765089,0.913967,0.0001331056,0.0001091632,0.0007257703,0.01249146,0.0006767361,0.0003598563,0.04581421,0.02498895,0.00004779661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082958,0.002493008,0.0002750742,0.006398357,0.0001786213,0.0000117358,0.0000812341,0.00001164822,0.08225442],"genre_scores_gemma":[0.992256,0.0004669433,0.00008515931,0.0002558955,0.00008682221,0.000002686515,0.00003792291,0.000006671834,0.006801823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9983244,"threshold_uncertainty_score":0.1004376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509019434106932,"score_gpt":0.347852001753636,"score_spread":0.3127618074125667,"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."}}