{"id":"W4286667639","doi":"10.5465/ambpp.2022.16310abstract","title":"Burden of Being Atypical: (A)typicality in Leader Biographical Profile and Organizational Reputation","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Reputation; Credibility; Categorization; Selection (genetic algorithm); Reputation management; Disadvantage; Public relations; Psychology; Business; Social psychology; Sociology; Political science; Computer science; Artificial intelligence","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":[0.007092623,0.0001814176,0.0004029838,0.001369483,0.001571777,0.002998965,0.000634835,0.001306351,0.002997658],"category_scores_gemma":[0.05308518,0.0002419844,0.0002153057,0.0010963,0.003312873,0.003523845,0.002966098,0.001872422,0.0003934572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007689913,"about_ca_system_score_gemma":0.0007929221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625225,"about_ca_topic_score_gemma":0.00210354,"domain_scores_codex":[0.9948602,0.002195583,0.0005131655,0.0006405219,0.001446608,0.0003438654],"domain_scores_gemma":[0.8960336,0.03005567,0.04763215,0.01263069,0.006261481,0.007386392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004849998,0.0002199447,0.9344503,0.00007798366,0.00006466546,0.0005731433,0.004662589,0.0005988648,0.001840366,0.01061178,0.001079332,0.04533615],"study_design_scores_gemma":[0.00002877072,0.0003050136,0.9707491,0.00007836303,0.00004593661,0.002239219,0.00616467,0.001816857,0.0006617909,0.0157394,0.002115609,0.00005534516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836315,0.0002926223,0.002424817,0.003513313,0.00004409744,0.00001626136,0.00007225454,0.00002739566,0.009977721],"genre_scores_gemma":[0.9994261,0.00003469506,0.0002376521,0.00008071637,0.00002796803,0.000002621438,0.00001941856,0.000003484336,0.0001672452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007092623,"threshold_uncertainty_score":0.03750986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406185221143642,"score_gpt":0.2276662356758577,"score_spread":0.2136043834644213,"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."}}