{"id":"W3013958246","doi":"","title":"Book Review: Digital Libraries and Information Access: Research Perspectives.","year":2013,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Digital library; World Wide Web; Library science; Computer science; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001707404,0.0000975971,0.000128153,0.0009788537,0.001141328,0.01764535,0.0006536943,0.00006566806,0.0001896537],"category_scores_gemma":[0.001901889,0.00006316351,0.00002487616,0.001232623,0.0005036299,0.392649,0.0003671395,0.0006863596,0.00004760944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002065514,"about_ca_system_score_gemma":0.001629979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000709317,"about_ca_topic_score_gemma":0.000002681383,"domain_scores_codex":[0.9981135,0.0003643965,0.0004325555,0.00009063726,0.0006504313,0.000348466],"domain_scores_gemma":[0.9971588,0.001356359,0.0002088327,0.0001703718,0.0005262382,0.0005794056],"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":[0.0000331308,0.000006772048,0.000554928,0.0001506241,0.00002823794,0.000004524192,0.00893456,0.000001070342,1.140485e-7,0.1323046,0.8334376,0.02454385],"study_design_scores_gemma":[0.0001726363,0.0001342906,0.002174214,0.0001497117,0.000002725244,0.0001765944,0.004525546,0.0001731543,0.00002036098,0.003836621,0.9885495,0.00008459146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002061636,0.138844,0.0001693683,0.5234955,0.0000943036,0.0007994046,0.000005272449,0.00003185233,0.3344986],"genre_scores_gemma":[0.4492028,0.3506029,0.00196285,0.1730557,0.0005944023,0.0001456008,0.00005272141,0.00003293972,0.02435012],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4471412,"threshold_uncertainty_score":0.9833744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.052339864663167,"score_gpt":0.323548285048147,"score_spread":0.2712084203849801,"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."}}