{"id":"W4386445818","doi":"10.34190/eckm.24.2.1642","title":"Validation of a framework for evaluating knowledge mobilization strategies: A Delphi method approach.","year":2023,"lang":"en","type":"article","venue":"European Conference on Knowledge Management","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Université de Sherbrooke; Université du Québec à Montréal; McGill University; Université de Montréal; Université TÉLUQ","funders":"","keywords":"Delphi method; Knowledge management; Context (archaeology); Process (computing); Software deployment; Process management; Computer science; Management science; Business; Engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01237133,0.0002026165,0.0002486935,0.0005495303,0.0004286825,0.0002980381,0.001022698,0.00008668256,0.00009684177],"category_scores_gemma":[0.0009317914,0.0002094346,0.0001163472,0.001621859,0.0001885557,0.0001899748,0.0003819124,0.0002020981,0.0003731829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544354,"about_ca_system_score_gemma":0.0002381373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001564359,"about_ca_topic_score_gemma":0.00001655131,"domain_scores_codex":[0.995533,0.002169898,0.0005015116,0.0005844266,0.0007038819,0.0005072611],"domain_scores_gemma":[0.9975643,0.0008592927,0.0002216878,0.0005081642,0.0007335026,0.0001130578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003403809,0.0002362563,0.0000136152,0.0003673788,0.0000459198,0.000002138127,0.01679314,0.0004602452,0.0002552163,0.8664243,0.002517934,0.1128499],"study_design_scores_gemma":[0.002352845,0.001736325,0.001092656,0.002415923,0.0002931953,8.349868e-7,0.3194311,0.2096988,0.003447821,0.3700887,0.0877665,0.001675297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001100772,0.00002669951,0.4819548,0.0001735605,0.0001665835,0.001504695,0.000006439052,0.0003358925,0.5147305],"genre_scores_gemma":[0.8534264,0.0001638137,0.1389594,0.00001944913,0.0002112422,0.0005351083,0.0000579156,0.00006748486,0.006559179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8523256,"threshold_uncertainty_score":0.8540493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3921681778150061,"score_gpt":0.5426177368402296,"score_spread":0.1504495590252236,"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."}}