{"id":"W2911545451","doi":"10.5703/1288284317216","title":"Gender, Work-Family Overload, and Stigmatization: Academia as a Revealing Organizational Case","year":2018,"lang":"en","type":"report","venue":"","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Work (physics); Sociology; Psychology; Political science; Engineering","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":[0.006164366,0.0005838416,0.0005691875,0.002821126,0.03434426,0.008225709,0.001790722,0.005232953,0.004413156],"category_scores_gemma":[0.01314891,0.0003508163,0.0003617881,0.002933873,0.01651068,0.005288704,0.01072627,0.005841469,0.0004200533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006824201,"about_ca_system_score_gemma":0.009676845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348595,"about_ca_topic_score_gemma":0.02720898,"domain_scores_codex":[0.9945708,0.003115838,0.0001598793,0.000279791,0.0005366099,0.001337143],"domain_scores_gemma":[0.9867577,0.007346188,0.001431421,0.0008985553,0.0005484533,0.003017617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000110373,0.0006342311,0.03022378,0.00008138747,0.0000141254,0.02212646,0.8855709,0.000183388,0.0006373866,0.04093537,0.005302905,0.01417967],"study_design_scores_gemma":[0.00001165427,0.00006586496,0.004001747,0.0001097643,0.000007413038,0.004728789,0.9724377,0.0001688183,0.0002644176,0.00708216,0.01110407,0.00001770444],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688979,0.0003789745,0.000558462,0.01452279,0.0001259487,0.00004430965,0.00004912739,0.00001456089,0.01540803],"genre_scores_gemma":[0.996529,0.0002755222,0.000182259,0.0007026129,0.00006779294,0.00003356237,0.00001559441,0.000008468225,0.00218512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03434426,"threshold_uncertainty_score":0.04951322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0753184657151549,"score_gpt":0.3545487677000104,"score_spread":0.2792303019848555,"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."}}