{"id":"W2048442049","doi":"10.1111/hir.12042","title":"Leisure reading collections in academic health sciences and science libraries: results of visits to seven libraries","year":2013,"lang":"en","type":"article","venue":"Health Information & Libraries Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reading (process); Recreation; Library science; Collection development; Selection (genetic algorithm); World Wide Web; Variety (cybernetics); Collections management; Data collection; Computer science; Work (physics); Sociology; Political science; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002081058,0.0002858745,0.0004382822,0.002202888,0.003567621,0.001847568,0.001213441,0.0009201558,0.003702951],"category_scores_gemma":[0.01053241,0.0004620523,0.0004539558,0.004322051,0.001339572,0.00136292,0.003145451,0.0008287138,0.0009495857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134051,"about_ca_system_score_gemma":0.002420002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02175398,"about_ca_topic_score_gemma":0.05273943,"domain_scores_codex":[0.9970781,0.00142853,0.0001861611,0.0002105349,0.0004040512,0.0006927081],"domain_scores_gemma":[0.9903401,0.004521017,0.00187075,0.0005324795,0.001441673,0.001293996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001540769,0.001605324,0.4519271,0.001096298,0.0001326481,0.003693006,0.4505274,0.0002296235,0.002416098,0.000232591,0.003799302,0.08279977],"study_design_scores_gemma":[0.00004135428,0.0008587613,0.6521006,0.0001719839,0.00008148093,0.000753661,0.3371383,0.000164688,0.001379993,0.00008427805,0.00715984,0.00006503752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981391,0.000127252,0.00007781763,0.00005592989,0.000002797159,0.00006229174,0.0001687626,0.00002147666,0.001344399],"genre_scores_gemma":[0.9964046,0.0003471256,0.0004442268,0.000105906,0.00001488955,0.00012232,0.0003098383,0.00002459613,0.002226588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9981524,"threshold_uncertainty_score":0.04325467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268927829475887,"score_gpt":0.4541802642350933,"score_spread":0.3272874812875046,"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."}}