{"id":"W3171251317","doi":"","title":"Stereotypes or competition? Analyzing certain gender preferences among employers","year":2002,"lang":"ru","type":"article","venue":"Социологические исследования","topic":"Regional Economic Development and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); Labour economics; Labor relations; Work (physics); Gender relations; Demographic economics; Production (economics); Business; Psychology; Economics; Sociology; Gender studies; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002112601,0.000129056,0.000158451,0.0008264837,0.0005847814,0.0008908992,0.000192789,0.0003403205,0.002776322],"category_scores_gemma":[0.005252352,0.00007771806,0.000178743,0.0005411485,0.0007614129,0.000629788,0.0006107696,0.0002509048,0.0002274021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004147569,"about_ca_system_score_gemma":0.0002936773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002128179,"about_ca_topic_score_gemma":0.002878451,"domain_scores_codex":[0.9983821,0.0007719582,0.00005388856,0.0001571582,0.0003561119,0.000278791],"domain_scores_gemma":[0.9959813,0.002057771,0.001005402,0.0002263877,0.0003625667,0.0003665437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005324861,0.00021064,0.9335024,0.00006015922,0.00005127136,0.0001863362,0.01668496,0.00023821,0.004461078,0.003681665,0.000432743,0.03995804],"study_design_scores_gemma":[0.000009512374,0.0001922952,0.9623528,0.00003685451,0.00001453401,0.0001888703,0.0316098,0.0005592106,0.001195506,0.002090792,0.001727778,0.00002196615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969952,0.00008844907,0.00020755,0.00007852176,0.000003364903,0.000003967964,0.00003633898,4.601793e-7,0.002586228],"genre_scores_gemma":[0.999608,0.00002484872,0.00006781621,0.0000212065,0.000003670594,0.00000392685,0.00003269279,4.698988e-7,0.0002375229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002776322,"threshold_uncertainty_score":0.01117259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06928192778666359,"score_gpt":0.2358130131561954,"score_spread":0.1665310853695318,"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."}}