{"id":"W3121998239","doi":"10.5860/rusq.59.1.7232","title":"Book Review: Successful Campus Outreach for Academic Libraries: Building Community through Collaboration","year":2019,"lang":"en","type":"article","venue":"Reference & User Services Quarterly","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Public relations; Institution; Political science; Sociology; Business; Library science; Medical education; Computer science; Medicine; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008374023,0.0002154024,0.0003253614,0.00005714929,0.0009795603,0.0005201844,0.001235286,0.0002491828,0.0005438772],"category_scores_gemma":[0.00002935825,0.0001973562,0.00007002868,0.0006789502,0.0001316741,0.01080787,0.00003950223,0.0004264366,0.0001666398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006286222,"about_ca_system_score_gemma":0.000560267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958444,"about_ca_topic_score_gemma":0.002074063,"domain_scores_codex":[0.9976445,0.0005178572,0.000471648,0.0003764833,0.000505688,0.000483862],"domain_scores_gemma":[0.9984339,0.0003317375,0.0003677933,0.0004978533,0.0002214145,0.0001473373],"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":[0.0002687994,0.0004438496,0.06346463,0.007231983,0.0001145431,0.000005346454,0.4491032,0.00001638515,0.004181745,0.2251996,0.2352783,0.01469159],"study_design_scores_gemma":[0.0003041478,0.0004867975,0.001123214,0.0008257672,0.00003126806,7.927079e-7,0.03912773,0.00006790354,0.0003611586,0.005268648,0.9520743,0.0003282439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338654,0.02693202,0.0003037037,0.02178739,0.0009412026,0.002748292,0.0001041512,0.0004040982,0.01291377],"genre_scores_gemma":[0.9442092,0.008928006,0.001342372,0.03607373,0.0004176276,0.0001824908,0.0003776805,0.00003367587,0.008435199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.716796,"threshold_uncertainty_score":0.8047951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867230825136489,"score_gpt":0.3415356301651624,"score_spread":0.3128633219137975,"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."}}