{"id":"W3134105210","doi":"10.18438/eblip29789","title":"Survey of Canadian Academic Librarians Outlines Integration of Traditional and Emerging Services","year":2020,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Library science; Survey research; Medical education; Population; Focus group; Psychology; Public relations; Political science; Sociology; Medicine; Business; Marketing; Applied psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008036927,0.00008111077,0.0001224852,0.0003826129,0.0002261291,0.0002291566,0.0002237408,0.0000857405,0.0002693304],"category_scores_gemma":[0.001666014,0.00007605591,0.00001919574,0.001336093,0.0001636556,0.5307725,0.00002404281,0.0001553567,0.00000724029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004059153,"about_ca_system_score_gemma":0.0007482406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007452412,"about_ca_topic_score_gemma":0.0000332243,"domain_scores_codex":[0.998647,0.0002866579,0.0005390588,0.00008873225,0.0003080981,0.0001304558],"domain_scores_gemma":[0.9978577,0.001221553,0.0004703093,0.00007086622,0.0001169336,0.0002625611],"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":[0.0002354016,0.00001696244,0.02278284,0.0003192755,0.00001397677,5.10075e-7,0.03599218,0.0001666242,0.0001067218,0.9169958,0.002998201,0.02037149],"study_design_scores_gemma":[0.0003446345,0.0002347667,0.2499238,0.0004453248,0.0000218015,0.000002015902,0.02589536,0.0226147,0.001605642,0.0003239803,0.6983358,0.000252206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.162096,0.001615558,0.001705795,0.799549,0.000376972,0.0008278732,0.0005146021,0.0001560347,0.03315813],"genre_scores_gemma":[0.9012521,0.003136629,0.002147446,0.0931106,0.00007967732,0.000004818268,0.0002351602,0.000003575745,0.0000299807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9166718,"threshold_uncertainty_score":0.9991571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0629613622988158,"score_gpt":0.2946027979653616,"score_spread":0.2316414356665458,"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."}}