{"id":"W2114728401","doi":"10.1016/j.acalib.2010.03.007","title":"Collaborative Print Repositories: A Case Study of Library Directors' Views","year":2010,"lang":"en","type":"article","venue":"The Journal of Academic Librarianship","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Library science; Business; Public relations; World Wide Web; Political science; Sociology; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008516732,0.0001870208,0.0003490121,0.0002815472,0.0002102467,0.0003510512,0.001946402,0.0001425873,0.00003328526],"category_scores_gemma":[0.0001975903,0.0001113863,0.00008250462,0.00176374,0.0001017127,0.006769573,0.000512645,0.001164838,0.00000304241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009937354,"about_ca_system_score_gemma":0.00070612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009378116,"about_ca_topic_score_gemma":0.000002264265,"domain_scores_codex":[0.9976802,0.0004386889,0.0009879612,0.0001735345,0.0005132361,0.0002063556],"domain_scores_gemma":[0.9973134,0.0009475391,0.001011875,0.0004520505,0.0001112071,0.0001638801],"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":[0.001587187,0.001896863,0.3448462,0.0001494782,0.001169652,0.004728235,0.4514533,0.0001862981,0.01227947,0.05015361,0.09016006,0.0413896],"study_design_scores_gemma":[0.008012072,0.005809133,0.08110993,0.0004911567,0.0003247824,0.03690339,0.07576834,0.0008436447,0.171803,0.03303023,0.5839688,0.001935627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868262,0.0005138208,0.0007027995,0.001490652,0.001239218,0.0003424397,0.000001550273,0.00006934563,0.008813955],"genre_scores_gemma":[0.9944329,0.00006103173,0.003223113,0.0002201449,0.0003945911,0.000004931034,2.130103e-7,0.00001668524,0.001646438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4938087,"threshold_uncertainty_score":0.5060708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600252913763888,"score_gpt":0.2608603517100163,"score_spread":0.2348578225723774,"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."}}