{"id":"W3143993204","doi":"10.29173/iasl8122","title":"Knowledge Management: Key to Partnerships, Learning Outcomes, and Resourcing a Learning Community","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge management; Key (lock); Perspective (graphical); Personal knowledge management; Knowledge creation; Business; Sociology; Public relations; Political science; Organizational learning; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001587878,0.0001563249,0.0002053625,0.0001620336,0.002058087,0.001134821,0.000401824,0.00008514603,0.0001532358],"category_scores_gemma":[0.0010446,0.0001540995,0.00004467735,0.0008186582,0.0001892814,0.005675332,0.0004435412,0.0006438454,0.0001382633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004115314,"about_ca_system_score_gemma":0.0001389819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001416736,"about_ca_topic_score_gemma":0.00003848771,"domain_scores_codex":[0.998421,0.000185992,0.0002876966,0.0002522197,0.0003725321,0.0004805367],"domain_scores_gemma":[0.9987655,0.0001466324,0.0001139671,0.00008580491,0.0005664747,0.0003215714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008891049,0.00002890281,0.1001556,0.00006349471,0.00001208595,0.00000260546,0.8070412,0.000002608467,0.00001317742,0.07589494,0.0009779481,0.01579855],"study_design_scores_gemma":[0.0001399547,0.0000462163,0.01357188,0.00009377404,0.000006390333,0.000002011972,0.5051247,0.0000954353,0.00003808891,0.0005888202,0.4801238,0.0001688441],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7547195,0.00006992185,0.00009361214,0.004378235,0.00008405063,0.000168062,0.000002042629,0.0002031746,0.2402814],"genre_scores_gemma":[0.9597622,0.00006783021,0.0007220747,0.001438002,0.00006825538,0.00001809578,0.000008697993,0.000008651956,0.03790626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4791459,"threshold_uncertainty_score":0.9999021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06356562333874698,"score_gpt":0.3223172999991457,"score_spread":0.2587516766603987,"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."}}