{"id":"W3081998279","doi":"10.2139/ssrn.3687133","title":"Video Resumes and Job Search Outcomes: Evidence from a Field Experiment","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal; Université Laval","funders":"","keywords":"Field (mathematics); Computer science; Psychology; Applied psychology; Mathematics","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":[0.005617876,0.0006796482,0.0008484307,0.0007930332,0.001320725,0.002502231,0.001255198,0.002045805,0.01523735],"category_scores_gemma":[0.02105989,0.0007283977,0.0003644977,0.0006245748,0.001423495,0.0018692,0.0008868086,0.002024114,0.001810458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004018906,"about_ca_system_score_gemma":0.0007301241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004190595,"about_ca_topic_score_gemma":0.004553165,"domain_scores_codex":[0.9978188,0.001200459,0.0001054486,0.0003166848,0.0003182899,0.0002402218],"domain_scores_gemma":[0.9618697,0.02496971,0.006479352,0.002443367,0.0006639602,0.003573958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1582448,0.3836161,0.3568945,0.000658543,0.001057327,0.0005043305,0.0063251,0.0009766166,0.03137565,0.003448179,0.004562723,0.05233608],"study_design_scores_gemma":[0.01046874,0.08036648,0.8919463,0.00015365,0.0005567421,0.0002178322,0.004064422,0.002727487,0.003643095,0.00302141,0.002660664,0.0001732902],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979443,0.00006362324,0.00006754385,0.00007417067,0.00002691494,0.00007251472,0.0001383628,0.000005082726,0.001607441],"genre_scores_gemma":[0.9943402,0.0001472873,0.0002880936,0.0002508305,0.00004770549,0.0002109423,0.0003160747,0.0000114219,0.00438743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523735,"threshold_uncertainty_score":0.05097407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07241859942929964,"score_gpt":0.3968616504754698,"score_spread":0.3244430510461702,"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."}}