{"id":"W173269827","doi":"","title":"Engaged Scholarship: Collaborative Research Between Librarians and LIS Faculty","year":2014,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Scholarship; Digital scholarship; Library science; Sociology; Public relations; Political science; Medical education; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03423858,0.0005908841,0.0007195532,0.005109762,0.01589375,0.03095039,0.004043286,0.006027243,0.03113561],"category_scores_gemma":[0.0456534,0.0009061854,0.0006330992,0.007474748,0.01358627,0.02638924,0.03068357,0.003256505,0.006736425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005978602,"about_ca_system_score_gemma":0.02309182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331216,"about_ca_topic_score_gemma":0.01090668,"domain_scores_codex":[0.9559107,0.03459174,0.00122983,0.001978077,0.00395527,0.002334396],"domain_scores_gemma":[0.9153629,0.05137598,0.002852451,0.007859209,0.004219301,0.01833007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006023733,0.001206562,0.01124817,0.001342632,0.0001031466,0.001320057,0.4439089,0.0002610061,0.003663167,0.1323656,0.06009357,0.3438847],"study_design_scores_gemma":[0.0003421583,0.0005644501,0.006211825,0.001349235,0.0001017294,0.0004805155,0.4213607,0.001093628,0.002324741,0.08643754,0.4796438,0.00008969397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3657421,0.01099751,0.1254039,0.07738864,0.003029583,0.00190824,0.001188387,0.002748739,0.4115928],"genre_scores_gemma":[0.8698713,0.003184411,0.03813249,0.003997185,0.0005583181,0.001210387,0.0008951759,0.0005514747,0.08159932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03423858,"threshold_uncertainty_score":0.1810731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06552966436549346,"score_gpt":0.2776271193802231,"score_spread":0.2120974550147297,"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."}}