{"id":"W7010652303","doi":"","title":"Introduction: Knowledge Mobilization - The new research imperative","year":2012,"lang":"en","type":"other","venue":"OPUS - Open Publications of UTS Scholars (University of Technology Sydney)","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Mobilization; Relevance (law); Government (linguistics); Knowledge transfer; Educational research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002132552,0.0001823985,0.0005454338,0.001975672,0.0003894166,0.0001058679,0.002937984,0.000673303,0.005861814],"category_scores_gemma":[0.000663527,0.0002030837,0.0001037109,0.002786517,0.0007462415,0.0007457284,0.001268968,0.0007617776,0.0002415628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798424,"about_ca_system_score_gemma":0.0002763972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001731355,"about_ca_topic_score_gemma":0.0003935318,"domain_scores_codex":[0.998511,0.0001113533,0.0004017631,0.0005801304,0.00008864937,0.0003070698],"domain_scores_gemma":[0.996728,0.0000599358,0.0008992676,0.0017159,0.0005003119,0.00009656631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007928747,0.0001936337,0.002871309,0.0000266592,0.0001441371,1.307878e-7,0.0001698957,0.000001327795,0.00003160293,0.6984389,0.295678,0.002436502],"study_design_scores_gemma":[0.0003521205,0.00004775776,0.001253832,0.00003104634,0.0000239241,0.000002289051,0.0006688315,0.00004448157,0.00004303917,0.03757538,0.9597652,0.0001921018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002527024,0.007774832,0.008317516,0.079468,0.0007122996,0.002409393,0.001295889,0.0002179751,0.8972771],"genre_scores_gemma":[0.03839353,0.001686431,0.01377182,0.00002260854,0.0002413311,0.0000159298,0.0003664543,0.0001374621,0.9453644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6640872,"threshold_uncertainty_score":0.995047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265365946283371,"score_gpt":0.2980750843499385,"score_spread":0.2454214248871047,"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."}}