{"id":"W2913714907","doi":"10.1353/pla.2019.0002","title":"Designed to Inspire: A One-Year International Exchange of Academic Librarians","year":2019,"lang":"en","type":"article","venue":"portal Libraries and the Academy","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Swap (finance); Academic library; Information exchange; Process (computing); Public relations; Business; Cultural exchange; Political science; Knowledge management; Library science; Management; Sociology; Engineering; Computer science; Economics; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008726439,0.0006480279,0.0004306285,0.001116347,0.02424617,0.007441358,0.002342671,0.0022945,0.01937928],"category_scores_gemma":[0.01565333,0.000660944,0.0006015351,0.00112965,0.003387959,0.00450093,0.0172562,0.005472175,0.005631824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124387,"about_ca_system_score_gemma":0.009203316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003819192,"about_ca_topic_score_gemma":0.01697095,"domain_scores_codex":[0.9944331,0.00324454,0.0001292684,0.000315517,0.0004813439,0.001396305],"domain_scores_gemma":[0.9796507,0.00183917,0.0006287883,0.00157192,0.001405746,0.01490369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001029744,0.007097534,0.01661505,0.0003209389,0.00005743232,0.003475867,0.4821744,0.0006473512,0.002971015,0.01699711,0.2162833,0.2523304],"study_design_scores_gemma":[0.000145896,0.001617307,0.01829278,0.0001438114,0.00001744813,0.0008843117,0.4355758,0.000494136,0.001341358,0.00359121,0.5377392,0.0001566873],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.803412,0.0005782615,0.01877665,0.0174232,0.004339433,0.002985762,0.0007992935,0.001517241,0.1501682],"genre_scores_gemma":[0.8005275,0.0004891107,0.02066554,0.005458909,0.0009722838,0.002348396,0.001330581,0.0007403932,0.1674673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9925587,"threshold_uncertainty_score":0.06483018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207703951941717,"score_gpt":0.2722128112818117,"score_spread":0.25144241608764,"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."}}