{"id":"W4399682989","doi":"10.54536/ajywe.v3i1.2596","title":"Experiences of Female Undergraduate Engineering Students in Academia and Industry: A Literature Review","year":2024,"lang":"en","type":"review","venue":"American Journal of Youth and Women Empowerment","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Internship; Mentorship; Medical education; Variety (cybernetics); Undergraduate research; Psychological intervention; Psychology; Pedagogy; Medicine","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":[0.002167337,0.0008164171,0.002378521,0.005728345,0.0007321153,0.001689665,0.0009342738,0.001346088,0.003152451],"category_scores_gemma":[0.005194267,0.0006003295,0.00140106,0.007155607,0.0006254239,0.002098062,0.001108152,0.0007260259,0.000452351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009935764,"about_ca_system_score_gemma":0.004452039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004290277,"about_ca_topic_score_gemma":0.01261926,"domain_scores_codex":[0.9986389,0.0004678153,0.0003367155,0.0001610408,0.0003146238,0.00008092677],"domain_scores_gemma":[0.996343,0.002685573,0.0004379216,0.00003923443,0.0004058619,0.0000884757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001373575,0.000104336,0.001968204,0.4027025,0.0007081144,0.0006747859,0.002518243,0.00008081627,0.0004441463,0.0008315188,0.008901146,0.5809289],"study_design_scores_gemma":[0.00005991989,0.0005234626,0.01915636,0.580298,0.00465374,0.004907476,0.01282029,0.00006104724,0.0005687839,0.0006370114,0.3762303,0.00008372178],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00103095,0.9981517,0.00004112277,0.000173359,0.00006172377,0.00002794764,0.00003679703,0.000001734583,0.0004745521],"genre_scores_gemma":[0.004409111,0.9950947,0.0001406703,0.0001551677,0.00002678958,0.00003449268,0.00003101655,0.000001021166,0.0001069862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005728345,"threshold_uncertainty_score":0.01146215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190350247125989,"score_gpt":0.3408843305361778,"score_spread":0.318980828064918,"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."}}