{"id":"W1531859331","doi":"10.18438/b8cs4m","title":"Career Advancement and Writing about Women Librarians: A Literature Review","year":2013,"lang":"en","type":"review","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Inclusion (mineral); Perspective (graphical); Library science; Women in science; Sociology; Psychology; Medical education; Public relations; Political science; Medicine; Social science; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006101178,0.0006782587,0.001793572,0.01436251,0.001908266,0.004642238,0.001194154,0.001556066,0.004603153],"category_scores_gemma":[0.02637482,0.0006378031,0.001288517,0.02281662,0.001944753,0.004489386,0.001957487,0.001364457,0.0007220891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003811929,"about_ca_system_score_gemma":0.01840322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289082,"about_ca_topic_score_gemma":0.03237502,"domain_scores_codex":[0.9952206,0.001716003,0.001184237,0.0004163065,0.001223713,0.0002390891],"domain_scores_gemma":[0.9597662,0.03179124,0.003665122,0.000306589,0.003770084,0.0007007676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001748612,0.0001360049,0.005116061,0.3339905,0.0005477975,0.0008344204,0.01716604,0.0001052231,0.0003101589,0.002745237,0.02160661,0.617267],"study_design_scores_gemma":[0.00002849839,0.0001582982,0.01739917,0.668314,0.001441462,0.002232348,0.02539012,0.0000504668,0.0002429418,0.0007711928,0.2839115,0.00006002588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002031092,0.9953588,0.00007133255,0.001085766,0.0001575405,0.00003003409,0.00007079101,0.000003616294,0.001191027],"genre_scores_gemma":[0.008377561,0.9903401,0.0002362559,0.0006058848,0.0001148308,0.00005012312,0.00005602377,0.000003293049,0.000215909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01436251,"threshold_uncertainty_score":0.0322665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04243420171058792,"score_gpt":0.342863116237893,"score_spread":0.300428914527305,"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."}}