{"id":"W3211532703","doi":"","title":"Library and Academic Services: Leadership, Management and Collaborative Practice: College of Registered Nurses of Manitoba","year":2020,"lang":"en","type":"article","venue":"","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical education; Academic library; Library science; Nursing; Management; Public relations; Sociology; Political science; Medicine; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002489839,0.0002548791,0.0001884744,0.0008244833,0.01116721,0.003979597,0.001549078,0.0009692006,0.0151342],"category_scores_gemma":[0.004840588,0.0005129529,0.0001464214,0.002125026,0.001518395,0.001393972,0.003408542,0.001668718,0.002010105],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01925101,"about_ca_system_score_gemma":0.1249825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7731189,"about_ca_topic_score_gemma":0.9536728,"domain_scores_codex":[0.9978741,0.0007464972,0.00008054224,0.0001184004,0.0003796552,0.0008007104],"domain_scores_gemma":[0.9864607,0.0009188827,0.0006107419,0.0001350531,0.002091802,0.009782822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003361505,0.0015687,0.7557947,0.0002829972,0.00003970561,0.001373534,0.0923956,0.0001714508,0.001602232,0.001308509,0.03731981,0.1078065],"study_design_scores_gemma":[0.0000518784,0.0003243395,0.5987718,0.0002096842,0.00003220334,0.0004033259,0.3595742,0.000285767,0.0005598536,0.000195625,0.03955643,0.00003492491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675391,0.001122102,0.0001450938,0.01602915,0.0001515757,0.0001156061,0.00030722,0.00005262917,0.01453735],"genre_scores_gemma":[0.9439994,0.002612439,0.0006479846,0.003481794,0.00008450245,0.00009187475,0.0002655588,0.00004781291,0.04876865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9960204,"threshold_uncertainty_score":0.4564345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3070288947254315,"score_gpt":0.4870770942398762,"score_spread":0.1800481995144447,"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."}}