{"id":"W1504810173","doi":"10.1111/j.1471-1842.2011.00973.x","title":"International trends in Health Science Librarianship: Part 1 – the English speaking world","year":2012,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Latin Americans; Library science; Political science; Health science; Economic growth; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01594029,0.000171677,0.0002689982,0.002067085,0.005088006,0.0006579512,0.001035703,0.00007628302,0.003540358],"category_scores_gemma":[0.001314273,0.0001196961,0.00005465705,0.003695013,0.0003729766,0.02277575,0.000243283,0.002072203,0.0002536837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239809,"about_ca_system_score_gemma":0.01226745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004002876,"about_ca_topic_score_gemma":0.0001501116,"domain_scores_codex":[0.9932913,0.0007331948,0.002177388,0.0001549899,0.001407777,0.002235366],"domain_scores_gemma":[0.995932,0.0004363571,0.001410232,0.0003213611,0.0003920551,0.001507987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007587028,0.00006832006,0.2022781,0.0001911863,0.000005591731,2.835954e-7,0.1739349,0.00005188035,2.050291e-7,0.04491194,0.4523242,0.1261575],"study_design_scores_gemma":[0.0003620856,0.00004540948,0.2289993,0.0002035286,4.215588e-7,0.000009573756,0.0184883,0.0003644334,9.93206e-7,0.0002042608,0.7512409,0.00008085066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02378859,0.001918687,0.001746348,0.4728895,0.05289,0.00188133,0.00006425728,0.0003066178,0.4445146],"genre_scores_gemma":[0.9032205,0.001442047,0.004679209,0.0755874,0.01155798,0.0001719265,0.0001602521,0.00002846316,0.003152271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8794318,"threshold_uncertainty_score":0.9973705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1790496292578056,"score_gpt":0.4607622524278523,"score_spread":0.2817126231700467,"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."}}