{"id":"W2886571641","doi":"10.21083/partnership.v13i1.4454","title":"Holden, J. (2017). Acquisitions: Core Concepts and Practice. Chicago, IL: Neal-Schuman. (Book review)","year":2018,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Core (optical fiber); Reading (process); Computer science; Library science; Philosophy; Telecommunications; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00513032,0.0001074348,0.0001611179,0.0002924327,0.00220488,0.002250167,0.0002532696,0.00009008972,0.001222907],"category_scores_gemma":[0.004143067,0.00007183573,0.00002930109,0.0001299982,0.001431952,0.04083864,0.00006537355,0.00109977,0.00003544461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001434891,"about_ca_system_score_gemma":0.0007255441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003890066,"about_ca_topic_score_gemma":0.0001431827,"domain_scores_codex":[0.9980612,0.0006576938,0.0004720889,0.00009129169,0.0003933013,0.0003243693],"domain_scores_gemma":[0.9960234,0.002253413,0.0004398339,0.0001415856,0.0006522333,0.0004895983],"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":[0.0001017612,0.000005374193,0.00003583478,0.0001587275,0.00003888511,0.00001351747,0.02682322,1.751358e-7,6.428816e-7,0.2652926,0.7043497,0.003179567],"study_design_scores_gemma":[0.0002308313,0.0002563951,0.0001404776,0.0005246442,0.00004788094,0.0007942874,0.02568674,0.00002531127,0.000003985026,0.001133923,0.971061,0.00009450961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002600616,0.1139827,0.000003844792,0.3882769,0.0002274464,0.0003306558,0.00003609073,0.00001631889,0.4945254],"genre_scores_gemma":[0.4550371,0.2220372,0.0003542438,0.302125,0.006468817,0.00002687336,0.00008206227,0.00003749622,0.01383113],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4806943,"threshold_uncertainty_score":0.9996901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266284099203454,"score_gpt":0.3797064590633161,"score_spread":0.2530780491429707,"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."}}