{"id":"W1536926856","doi":"10.18438/b8731b","title":"More Academic Librarians in Arkansas with Faculty Status and Rights but Decreased Benefits and Increased Responsibility","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Salary; Confidentiality; Library science; Academic library; Staffing; Medical education; Psychology; Political science; Sociology; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002505853,0.0001369725,0.0003810105,0.00267629,0.003466471,0.004666274,0.0007678271,0.000877835,0.02425503],"category_scores_gemma":[0.008954324,0.0002077642,0.0003506047,0.005236223,0.001159749,0.003365056,0.002345513,0.001058947,0.002220867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827958,"about_ca_system_score_gemma":0.006542552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04672607,"about_ca_topic_score_gemma":0.1080935,"domain_scores_codex":[0.9971882,0.000889475,0.0002162519,0.0004643683,0.000673282,0.0005684925],"domain_scores_gemma":[0.9893699,0.001766285,0.003758572,0.0004532216,0.002217882,0.002434176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004810577,0.000456397,0.7114518,0.000608533,0.00009365144,0.001712192,0.02769045,0.0001282888,0.00135759,0.004911444,0.05973164,0.1913771],"study_design_scores_gemma":[0.00003568932,0.00016299,0.8445945,0.0002182511,0.00007224487,0.001159976,0.05431851,0.00009028826,0.0004772989,0.0009523399,0.09787647,0.00004132902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212502,0.006163509,0.0004981382,0.02721915,0.0003547641,0.00002780474,0.0006783999,0.0001701216,0.0436379],"genre_scores_gemma":[0.9672527,0.001569291,0.0004621266,0.006057595,0.0002247377,0.00003555338,0.0005681969,0.0000356649,0.02379408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04672607,"threshold_uncertainty_score":0.0929082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499205517662361,"score_gpt":0.2944929685553235,"score_spread":0.2695009133786999,"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."}}