{"id":"W4309726666","doi":"10.1002/aet2.10816","title":"From Innovation to Intrapreneurship: Fostering academic success via the GridlockED project and innovation fund","year":2022,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Educational Games and Gamification","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital; Institute for Work & Health; Royal College of Physicians and Surgeons of Canada; Hamilton Health Sciences; University of Toronto; McMaster University","funders":"","keywords":"Scholarship; Seed money; Work (physics); Entrepreneurship; Medical education; Public relations; Business; Marketing; Medicine; Political science; Finance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02811578,0.000721538,0.0003565362,0.00329623,0.00690075,0.01977515,0.003389572,0.003105614,0.02866753],"category_scores_gemma":[0.05376056,0.0003792303,0.0008376497,0.001717253,0.01085665,0.01434103,0.04828751,0.004509073,0.008856806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005384854,"about_ca_system_score_gemma":0.02285772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006402297,"about_ca_topic_score_gemma":0.001400002,"domain_scores_codex":[0.9737152,0.01667764,0.000600192,0.001262664,0.004246457,0.003497921],"domain_scores_gemma":[0.9110572,0.01767097,0.004529435,0.006258696,0.005469412,0.05501418],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003981965,0.001169273,0.01861205,0.0008641707,0.00009005951,0.00115615,0.01981017,0.000969275,0.0009267254,0.2868039,0.2330851,0.436115],"study_design_scores_gemma":[0.0004101798,0.0008502374,0.01511509,0.001001368,0.00005411382,0.0008684211,0.01903621,0.002473898,0.001429995,0.1411684,0.8174803,0.0001118356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1924023,0.003880274,0.07063857,0.1920579,0.003540227,0.002526497,0.0004206428,0.003290211,0.5312434],"genre_scores_gemma":[0.871964,0.002107796,0.04976424,0.009580796,0.00115029,0.002033252,0.0004359171,0.0008053645,0.0621584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9718843,"threshold_uncertainty_score":0.1486923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667477701174488,"score_gpt":0.4115606293257656,"score_spread":0.2448128592083169,"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."}}