{"id":"W3013149590","doi":"10.18438/eblip29655","title":"An Exploratory Study of Accomplished Librarian-Researchers","year":2020,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Museum and Library Services","keywords":"Exploratory research; Perspective (graphical); Descriptive statistics; Productivity; Work (physics); Psychology; Descriptive research; Medical education; Public relations; Computer science; Sociology; Political science; Social science; Medicine; Statistics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01102642,0.0003046505,0.0006814162,0.002947274,0.005794308,0.00504348,0.001303175,0.000832187,0.004722179],"category_scores_gemma":[0.02110517,0.0007125075,0.0002868481,0.003240772,0.002569038,0.002835376,0.003062745,0.001330999,0.001078405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002193446,"about_ca_system_score_gemma":0.003923001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003680395,"about_ca_topic_score_gemma":0.006651221,"domain_scores_codex":[0.9923375,0.004707021,0.0004295067,0.0004191365,0.001146304,0.0009605354],"domain_scores_gemma":[0.9810076,0.008625196,0.003325639,0.0008026275,0.004016394,0.002222508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001387811,0.000760175,0.1450188,0.0002237202,0.0000168714,0.001339379,0.8358299,0.00003354204,0.0009221925,0.0008294594,0.0008960443,0.01399107],"study_design_scores_gemma":[0.0000111764,0.0003340467,0.02619069,0.00005812835,0.000005096715,0.0003462768,0.965685,0.00006595466,0.00030562,0.0001064262,0.006878274,0.00001328273],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976897,0.0001021189,0.0001937622,0.0001710185,0.000004969298,0.00009691514,0.00003509325,0.000005415357,0.001700991],"genre_scores_gemma":[0.9962387,0.000283671,0.0006709729,0.000233497,0.00001279162,0.0001997996,0.00006469751,0.000007938719,0.002287779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102642,"threshold_uncertainty_score":0.05831403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08244020161083455,"score_gpt":0.3507494810331509,"score_spread":0.2683092794223164,"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."}}