{"id":"W6892618598","doi":"10.5281/zenodo.11652718","title":"Accelerate Future HEI D2.1: Strategic Vision Statements Towards Becoming Entrepreneurial and Innovative Universities","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Strategic planning; Focus (optics); Strategic alignment; Statement (logic); Process (computing); Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.03195908,0.000828304,0.0004338115,0.003171858,0.002297076,0.007374522,0.001394958,0.001651668,0.01789889],"category_scores_gemma":[0.02199985,0.0004790127,0.0004601532,0.002206963,0.001131322,0.00259344,0.006487941,0.002489915,0.008121816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007295215,"about_ca_system_score_gemma":0.01498179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315723,"about_ca_topic_score_gemma":0.01296342,"domain_scores_codex":[0.9879089,0.003648221,0.0003246233,0.00050635,0.005844428,0.001767532],"domain_scores_gemma":[0.976845,0.003824146,0.00133377,0.002271071,0.01022689,0.005498977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001302157,0.001337348,0.017322,0.0006424917,0.00005460632,0.0003204248,0.01243988,0.004134744,0.01230134,0.08679333,0.6529517,0.2104],"study_design_scores_gemma":[0.0003363971,0.001221135,0.04070227,0.000406687,0.00004044377,0.0002750691,0.0148554,0.004157162,0.03460619,0.0169067,0.8862509,0.0002417638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1768101,0.0006660595,0.05442629,0.01646041,0.001423656,0.00804737,0.0408898,0.005251728,0.6960247],"genre_scores_gemma":[0.5076511,0.0005059765,0.1638422,0.002754267,0.0004128286,0.006288335,0.06950555,0.002183328,0.2468565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03195908,"threshold_uncertainty_score":0.1690177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049199303926325,"score_gpt":0.2815911043879271,"score_spread":0.2310991113486639,"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."}}