{"id":"W4400888067","doi":"10.3102/ip.24.2111525","title":"Charting the Course: Strategic Planning for Knowledge Mobilization in Research-Intensive Universities (Poster 37)","year":2024,"lang":"en","type":"article","venue":"","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Course (navigation); Mobilization; Strategic planning; Computer science; Knowledge management; Engineering management; Business; Political science; Engineering; Marketing; Aerospace engineering","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":[0.001397105,0.0000823596,0.00008021297,0.0001741133,0.0002318373,0.0004429556,0.0004489468,0.00003428343,0.00001280014],"category_scores_gemma":[0.00004491621,0.00005801128,0.00003696408,0.0006163379,0.00009132182,0.0002742735,0.0002979937,0.0002232687,0.00009587448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052109,"about_ca_system_score_gemma":0.0001311885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002515178,"about_ca_topic_score_gemma":0.0000743607,"domain_scores_codex":[0.998961,0.0001553518,0.0001316503,0.0003017787,0.0001491793,0.000301015],"domain_scores_gemma":[0.9987783,0.000625926,0.00001878898,0.0002190827,0.0003274969,0.00003039221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000099258,0.00003723591,0.0002015148,0.0001913875,0.00003338872,0.00003807688,0.03914807,0.001883461,0.00009974483,0.9381427,0.01063323,0.009581282],"study_design_scores_gemma":[0.0001845925,0.0001383765,0.0001556732,0.000322627,0.000007035344,0.000003381173,0.1249909,0.8545317,0.0003093595,0.006407865,0.01281932,0.0001291522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1051611,0.007322136,0.4273728,0.01898596,0.002187963,0.001643315,0.000003181412,0.0009402998,0.4363833],"genre_scores_gemma":[0.9789972,0.000007622187,0.0004571878,0.00008291621,0.00009086055,0.00002543542,0.000002697908,0.000008700928,0.02032732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9317348,"threshold_uncertainty_score":0.4271431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1733624817358946,"score_gpt":0.398536634077621,"score_spread":0.2251741523417264,"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."}}