{"id":"W2802587860","doi":"10.7202/1050839ar","title":"Knowledge Mobilization Practices of Educational Researchers Across Canada","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Memorial University of Newfoundland; Queen's University","funders":"Office of International Science and Engineering; Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Outreach; Publishing; Dissemination; Higher education; Public relations; Intermediary; Sociology; Library science; Political science; Marketing; Business; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001890501,0.00009689419,0.0001684158,0.0002791141,0.000242308,0.0001814381,0.000673415,0.00005034715,0.004856254],"category_scores_gemma":[0.003190401,0.00008060451,0.00005501287,0.0009379219,0.0002117405,0.0007049591,0.00001782873,0.0001464142,0.00004272991],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008115707,"about_ca_system_score_gemma":0.04983964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4258053,"about_ca_topic_score_gemma":0.9046232,"domain_scores_codex":[0.997697,0.0001983668,0.0007848211,0.0001870406,0.0008605929,0.0002722117],"domain_scores_gemma":[0.9916225,0.0008835164,0.001545168,0.0002889785,0.005104476,0.0005553758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001714304,0.000188135,0.3252493,0.00001282744,0.00003608259,3.648045e-7,0.002584475,0.00001423776,0.0004281919,0.004900519,0.655718,0.01085064],"study_design_scores_gemma":[0.0001114919,0.0001111429,0.3873673,0.00003316266,0.0000100153,0.000007606755,0.004075878,0.000009411681,0.0006231085,0.006551662,0.601019,0.00008023999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498507,0.002509886,0.00002598004,0.02659295,0.008333663,0.0001664424,0.00002617876,0.000001126549,0.01249302],"genre_scores_gemma":[0.9586661,0.000006113759,0.000565066,0.0004301344,0.001468112,0.000006944685,0.00001247605,0.000008804573,0.03883621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4788179,"threshold_uncertainty_score":0.9960535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2290150161277411,"score_gpt":0.5349643678763977,"score_spread":0.3059493517486566,"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."}}