{"id":"W2942344577","doi":"10.33137/cjal-rcbu.v5.31335","title":"Book Review: Being Evidence Based in Library and Information Practice, edited by Denise Koufogiannakis and Alison Brettle","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Library science; Sociology; Art; Computer science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001166,0.0001064424,0.0001913513,0.0003251003,0.00016795,0.0004311544,0.0003709236,0.0002109271,0.0005250603],"category_scores_gemma":[0.001471751,0.0001017676,0.00003069762,0.0006075006,0.0001940429,0.1020427,0.00001695064,0.0005787725,0.00001056156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003589707,"about_ca_system_score_gemma":0.00336834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004153706,"about_ca_topic_score_gemma":0.00003810387,"domain_scores_codex":[0.9983882,0.0003570246,0.0005043303,0.0001340706,0.000307875,0.0003084971],"domain_scores_gemma":[0.9981439,0.0006041207,0.0003962803,0.00009299292,0.00003833231,0.0007244275],"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":[0.00005310464,0.000005583614,0.1372036,0.00023973,0.000008531621,0.0000356942,0.004441363,0.000003856948,0.0000934246,0.01407464,0.8389685,0.004871981],"study_design_scores_gemma":[0.0002330325,0.0000788244,0.007305709,0.00196765,0.00001429405,0.00002053183,0.0009995531,0.00004392009,0.0001610269,0.0003562732,0.9886822,0.0001370413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04617745,0.2814672,0.00003885497,0.6539072,0.0007544423,0.0007366983,0.0000309499,0.00002810082,0.01685906],"genre_scores_gemma":[0.4094749,0.1733916,0.0007767608,0.412472,0.0007861434,0.000007505795,0.00003698163,0.00002618542,0.003028038],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3632974,"threshold_uncertainty_score":0.9105166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876975267814585,"score_gpt":0.2745799182319584,"score_spread":0.2558101655538126,"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."}}