{"id":"W1564370082","doi":"10.1080/15228950802646182","title":"Transforming Library Service Through Information Commons: Case Studies for the Digital Age, by D. Russell Bailey and Barbara Gunter Tierney; Pop Goes the Library: Using Pop Culture to Connect with Your Whole Community, by Sophie Brookover and Elizabeth Burns; Web 2.0 for Librarians and Information Professionals, by Ellyssa Kroski","year":2009,"lang":"en","type":"article","venue":"Public & Access Services Quarterly","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"Library science; Service (business); Sociology; Digital library; Media studies; World Wide Web; Computer science; Art; Business; Literature","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0002554505,0.0005076,0.0004393749,0.0001385075,0.001691367,0.01178455,0.001752627,0.0001795993,0.000006232754],"category_scores_gemma":[0.000008214844,0.0002972597,0.00005917804,0.0007627361,0.0001201712,0.1029693,0.0004400695,0.0003695855,0.000001962711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211656,"about_ca_system_score_gemma":0.00009715772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000179852,"about_ca_topic_score_gemma":0.0001158838,"domain_scores_codex":[0.9979565,0.0001683492,0.0006429421,0.0003466094,0.0003367065,0.0005489489],"domain_scores_gemma":[0.9980327,0.0006412679,0.0004026466,0.0005674019,0.0001348435,0.0002211628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001344115,0.0008782289,0.005767822,0.007757958,0.001369865,0.00002126483,0.5382913,0.00009540375,0.0006872567,0.03377957,0.2621061,0.1479011],"study_design_scores_gemma":[0.004996537,0.002551205,0.001141735,0.000822395,0.000219124,0.0003784499,0.112374,0.04523706,0.0005721862,0.0104194,0.8196039,0.001684011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8336933,0.006574652,0.01421075,0.1335759,0.0002409885,0.005879359,0.003810203,0.000658056,0.001356849],"genre_scores_gemma":[0.9459312,0.0003141559,0.002161536,0.04957436,0.0001026355,0.0002922852,0.00145308,0.00004138606,0.0001293647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5574978,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243152778732495,"score_gpt":0.2748345438048555,"score_spread":0.2524030160175306,"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."}}