{"id":"W4406676133","doi":"10.56367/oag-045-11253","title":"Gender stereotypes in technology startups","year":2025,"lang":"en","type":"article","venue":"Open Access Government","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00395618,0.0001222112,0.0001882379,0.001113291,0.003173129,0.002433943,0.0002557422,0.0006150514,0.005067568],"category_scores_gemma":[0.007470473,0.0001201702,0.0002291036,0.000775231,0.002838722,0.001614074,0.001892857,0.0009346473,0.000420574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128417,"about_ca_system_score_gemma":0.0007980415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005764115,"about_ca_topic_score_gemma":0.009141678,"domain_scores_codex":[0.9978473,0.001205134,0.00004627692,0.0001448176,0.0004106813,0.000345828],"domain_scores_gemma":[0.9930423,0.004061138,0.001283128,0.0002093463,0.0003819166,0.001022163],"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":[0.0004595844,0.0003223315,0.4601425,0.00009350256,0.00003804473,0.0007656413,0.4072458,0.0001539413,0.001703159,0.0349566,0.007154368,0.08696457],"study_design_scores_gemma":[0.00002114587,0.0002463109,0.5246869,0.0002963268,0.00002664743,0.0005412567,0.4256596,0.0003376379,0.001517138,0.01205348,0.03455593,0.00005772094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758135,0.0009068509,0.0003158712,0.002959216,0.00008209683,0.000009251074,0.00004208183,0.000003974389,0.01986722],"genre_scores_gemma":[0.9977158,0.0002821979,0.00005092378,0.0002854658,0.00002068156,0.000005694402,0.00001176913,0.000003947348,0.001623437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005764115,"threshold_uncertainty_score":0.02092254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208051517530522,"score_gpt":0.327279909579395,"score_spread":0.2851993944040898,"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."}}