{"id":"W3038084274","doi":"10.5860/crl.82.1.19","title":"Communicating Collections Cancellations to Campus: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"College & Research Libraries","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum; University of Saskatchewan","funders":"Canadian Association of Research Libraries; University of Saskatchewan; Association of Research Libraries","keywords":"Backlash; Public relations; Qualitative research; Computer science; Cataloging; World Wide Web; Business; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009796151,0.0001668382,0.0002477366,0.0007421718,0.003072109,0.002899521,0.00138106,0.00005481791,0.0001812703],"category_scores_gemma":[0.001559838,0.0001664154,0.00006428309,0.01234433,0.0001907859,0.002765277,0.002432104,0.0003910261,0.0001081296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375928,"about_ca_system_score_gemma":0.002902169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077568,"about_ca_topic_score_gemma":0.0004597527,"domain_scores_codex":[0.9960297,0.001522127,0.0003919132,0.0005738113,0.0009132047,0.0005692291],"domain_scores_gemma":[0.9952016,0.002773136,0.00005790437,0.0009834717,0.0006454465,0.0003384076],"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":[0.00005182382,0.000726782,0.001308885,0.0000183821,0.0001317629,0.0001107967,0.255382,0.00005244837,0.0001146617,0.3109895,0.429325,0.001787988],"study_design_scores_gemma":[0.0009716383,0.0005104624,0.001503995,0.00006186758,0.000005192782,0.00002017094,0.3268021,0.00109472,0.004279363,0.05840248,0.6058254,0.000522581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2782579,0.001806667,0.01171223,0.02654575,0.0006318818,0.002911318,0.0001150942,0.001070824,0.6769483],"genre_scores_gemma":[0.7907096,0.0000262587,0.03410129,0.0004861759,0.00007699109,0.00055288,0.00001317652,0.0000241679,0.1740095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5124517,"threshold_uncertainty_score":0.9982257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194802528644712,"score_gpt":0.3980212381967181,"score_spread":0.2785409853322469,"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."}}