{"id":"W4379877318","doi":"10.21083/partnership.v18i1.7042","title":"Multi-sectoral Community of Practice Amongst Librarians","year":2023,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic; University of Saskatchewan","funders":"","keywords":"Public relations; Attrition; Community of practice; Subject (documents); Institution; Business; Political science; Sociology; Library science; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02021914,0.0002461878,0.0005214504,0.004280586,0.0116631,0.009995214,0.002071892,0.002343194,0.0129659],"category_scores_gemma":[0.04233569,0.0006846119,0.0004134067,0.004524306,0.004669123,0.005710484,0.01728823,0.001530287,0.001939702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004408177,"about_ca_system_score_gemma":0.01807323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006815119,"about_ca_topic_score_gemma":0.01641215,"domain_scores_codex":[0.9614385,0.02547205,0.001691771,0.002459751,0.005347593,0.003590271],"domain_scores_gemma":[0.9211336,0.02659159,0.008275582,0.006779232,0.01473107,0.02248902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003118666,0.001139431,0.1994905,0.001193453,0.0001319429,0.003767375,0.4642501,0.000290026,0.002674735,0.01278006,0.02561867,0.2883519],"study_design_scores_gemma":[0.0001354252,0.0008874758,0.08818681,0.000808183,0.00004995592,0.003696173,0.6658781,0.0009049883,0.0007901153,0.005970292,0.2325401,0.0001524182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260222,0.002968918,0.006963686,0.01363682,0.0002377576,0.001583374,0.0001252439,0.0003101704,0.0481519],"genre_scores_gemma":[0.9832892,0.0006767627,0.005025127,0.001997184,0.00009082651,0.0003387558,0.00006785473,0.00004561559,0.008468757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021914,"threshold_uncertainty_score":0.1069304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09890398564314223,"score_gpt":0.3473851493176084,"score_spread":0.2484811636744662,"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."}}