{"id":"W1542709470","doi":"10.18438/b8hg7w","title":"The Librarian as Practitioner/Researcher: A Discussion","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Frequently asked questions; Library science; World Wide Web; Medical education; Data science; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.256223,0.0009838936,0.002060782,0.00597162,0.02839701,0.02690444,0.01243807,0.05050061,0.02982218],"category_scores_gemma":[0.3074837,0.001250271,0.002619007,0.005438597,0.02213379,0.04791304,0.01805476,0.0364222,0.004021813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0287802,"about_ca_system_score_gemma":0.054215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355072,"about_ca_topic_score_gemma":0.02508155,"domain_scores_codex":[0.7774676,0.1511989,0.01497558,0.01044975,0.03442601,0.01148215],"domain_scores_gemma":[0.5611671,0.370064,0.005312696,0.003772289,0.03970625,0.01997779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000385815,0.0001635914,0.002160651,0.006335379,0.0001079041,0.002608436,0.07613918,0.0001517889,0.0009006772,0.4570023,0.3872994,0.06674471],"study_design_scores_gemma":[0.000149271,0.0001085801,0.001620119,0.01550164,0.0001613623,0.001055129,0.2416804,0.0004618258,0.0008207629,0.06288467,0.6753735,0.0001826927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001580807,0.004293207,0.003067617,0.9693021,0.01412391,0.0001810912,0.00005669989,0.00002254102,0.007371948],"genre_scores_gemma":[0.09321645,0.008844163,0.007768034,0.8595631,0.01318288,0.001446232,0.00007497612,0.0002224198,0.0156816],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.256223,"threshold_uncertainty_score":0.9172094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714228976904531,"score_gpt":0.3184687186760383,"score_spread":0.291326428906993,"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."}}