{"id":"W1953027984","doi":"10.22230/src.2011v2n2a31","title":"A report detailing the development of a university-based knowledge mobilization unit that enhances research outreach and engagement","year":2012,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Outreach; Context (archaeology); Service (business); Knowledge management; Computer science; Business; Geography; Political science; Marketing","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01561031,0.0006099577,0.0003614021,0.001642794,0.005311732,0.005911587,0.002539755,0.002413241,0.02464606],"category_scores_gemma":[0.02485317,0.0007512702,0.0005873327,0.001287423,0.001724888,0.003120096,0.006777149,0.002544251,0.009245462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694821,"about_ca_system_score_gemma":0.01728975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396502,"about_ca_topic_score_gemma":0.008337682,"domain_scores_codex":[0.9898489,0.005853488,0.0005267591,0.0006882204,0.001921102,0.00116153],"domain_scores_gemma":[0.976402,0.004917732,0.001576134,0.004822791,0.003889296,0.008392006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003514895,0.003606546,0.01138403,0.0008811802,0.00002720395,0.002516537,0.03407772,0.001803065,0.0202784,0.0202714,0.1189682,0.7858344],"study_design_scores_gemma":[0.0001088701,0.003563002,0.02670461,0.0006373749,0.00004949657,0.001767953,0.05670882,0.002703861,0.02676577,0.004072024,0.8767025,0.0002156806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3620465,0.001751876,0.285419,0.04211362,0.007053941,0.02897357,0.003067475,0.01569188,0.253882],"genre_scores_gemma":[0.3375685,0.001250644,0.474381,0.002876754,0.0005679259,0.008888194,0.001835156,0.00124023,0.1713916],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9940884,"threshold_uncertainty_score":0.08255619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5209089268633714,"score_gpt":0.5493349835850041,"score_spread":0.02842605672163268,"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."}}