{"id":"W4236823225","doi":"10.1007/978-981-15-3114-9","title":"Women Negotiating Life in the Academy","year":2020,"lang":"en","type":"book","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Negotiation; Perspective (graphical); Context (archaeology); Gender studies; Sociology; Field (mathematics); Focus (optics); Political science; Media studies; Social science; History; Art; Visual arts","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00191145,0.0006822707,0.0004790355,0.001569642,0.03631114,0.01499616,0.001445792,0.003385593,0.02366314],"category_scores_gemma":[0.002707441,0.0002965463,0.0002579995,0.002316886,0.02278866,0.004279921,0.004294893,0.005893085,0.002582538],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0785839,"about_ca_system_score_gemma":0.09211035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8317832,"about_ca_topic_score_gemma":0.9437642,"domain_scores_codex":[0.9981293,0.000504062,0.00001957949,0.00008876621,0.0005055709,0.000752631],"domain_scores_gemma":[0.9991239,0.0002078698,0.0000290148,0.00002825628,0.0001488368,0.000462102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001650022,0.00002458169,0.0003794236,0.00002753775,0.000002355155,0.0001853349,0.05171762,0.0001467794,0.00007396901,0.7790263,0.1419636,0.02643604],"study_design_scores_gemma":[0.000004448761,0.000005977905,0.0007335957,0.0001579112,0.000002422609,0.00005940921,0.0764915,0.00007034044,0.00006083424,0.04730693,0.8750923,0.00001445057],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004662653,0.005488934,0.0002686742,0.01693418,0.0006705314,0.0000261681,0.00004278816,0.00001566838,0.9718904],"genre_scores_gemma":[0.208131,0.005736892,0.0005821175,0.003906956,0.0002631876,0.0000420123,0.00005537369,0.00007674324,0.7812058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9636889,"threshold_uncertainty_score":0.5701688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03517785677034518,"score_gpt":0.2499917859562379,"score_spread":0.2148139291858927,"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."}}