{"id":"W2011835121","doi":"10.7553/74-1-1262","title":"Collection development issues in the online environment, Di Su (Ed) : book review","year":2013,"lang":"en","type":"article","venue":"South African Journal of Libraries and Information Science","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Collection development; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002852458,0.0007435083,0.001067753,0.004068748,0.001135326,0.006466362,0.00148734,0.002262207,0.01597615],"category_scores_gemma":[0.009050106,0.0006643565,0.0005305184,0.01034677,0.001251801,0.007369592,0.001689319,0.00295627,0.009308491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845954,"about_ca_system_score_gemma":0.005997819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008262333,"about_ca_topic_score_gemma":0.02040217,"domain_scores_codex":[0.9984508,0.0003620726,0.0001466302,0.0001093759,0.0008488825,0.00008227313],"domain_scores_gemma":[0.9936905,0.003114592,0.0005356091,0.0001256707,0.002214892,0.0003186059],"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":[0.00001252922,0.0000240038,0.0001735395,0.003267847,0.00001242211,0.00005370567,0.0002366345,0.0000911148,0.00008060993,0.002472192,0.7550313,0.2385441],"study_design_scores_gemma":[0.000003620851,0.00001367608,0.0005206513,0.003571762,0.00001326513,0.0002535502,0.0003458466,0.00002949837,0.00006265917,0.0006100234,0.9945652,0.00001020556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001458014,0.9739589,0.0002819404,0.01187021,0.005908961,0.00001583182,0.00005452524,0.00003906026,0.007724851],"genre_scores_gemma":[0.001315782,0.9727103,0.0005739198,0.003830789,0.00289568,0.00003154589,0.0001162555,0.00003659276,0.01848918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01597615,"threshold_uncertainty_score":0.05344558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212852373910973,"score_gpt":0.2034634896879437,"score_spread":0.191334965948834,"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."}}