{"id":"W4205766396","doi":"10.24018/ejbmr.2022.7.1.1169","title":"Gender Parity in The Workplace: How COVID-19 Has Affected Women","year":2022,"lang":"en","type":"article","venue":"European Journal of Business Management and Research","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Prosperity; Profitability index; Public relations; Coronavirus disease 2019 (COVID-19); Action (physics); Pandemic; Business; Political science; Economic growth; Economics; Finance","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":[0.004189924,0.0002313134,0.0003670734,0.0009786185,0.005614928,0.003863901,0.0008745302,0.00157852,0.01240091],"category_scores_gemma":[0.009622467,0.000241305,0.0003566342,0.001642277,0.003512673,0.003548497,0.004738676,0.002890683,0.001106865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004168411,"about_ca_system_score_gemma":0.003910005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04131062,"about_ca_topic_score_gemma":0.05468832,"domain_scores_codex":[0.9968321,0.001382353,0.00009333938,0.0002186163,0.0004600481,0.001013682],"domain_scores_gemma":[0.9955108,0.001587243,0.000705238,0.0001364928,0.0005981537,0.001462067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003569262,0.0002523038,0.2694001,0.0005797027,0.00008933347,0.003507024,0.272673,0.0002067383,0.0005251266,0.07563297,0.1207046,0.2560722],"study_design_scores_gemma":[0.00004381831,0.0002570545,0.171886,0.002425375,0.00006027426,0.002015512,0.4196305,0.0002423531,0.0003005854,0.01863618,0.3843989,0.0001034847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5898825,0.03071513,0.001019564,0.2978855,0.003733147,0.00006146332,0.0008680986,0.00004595599,0.07578865],"genre_scores_gemma":[0.9591427,0.01080284,0.0002103119,0.01816551,0.0006063708,0.00005160132,0.0001829244,0.00005517271,0.01078271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04131062,"threshold_uncertainty_score":0.08214033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2045108436463668,"score_gpt":0.321926376163583,"score_spread":0.1174155325172162,"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."}}