{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003564961,0.00015928,0.0001211592,0.0004169369,0.001258779,0.004227685,0.0003239145,0.00005660436,0.004869577],"category_scores_gemma":[0.00002436757,0.0001544543,0.00002336537,0.001414961,0.00009325029,0.002702383,0.0007692559,0.0002050841,0.001021351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008965437,"about_ca_system_score_gemma":0.000009484214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008132656,"about_ca_topic_score_gemma":7.840529e-7,"domain_scores_codex":[0.9988596,0.00003384441,0.0002254742,0.0003679373,0.000256662,0.000256415],"domain_scores_gemma":[0.998993,0.000006713985,0.00009807526,0.0001569199,0.0007271231,0.00001818512],"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":[0.0002292312,0.0001233526,0.00001313867,0.0008748644,0.0001367936,0.00007148983,0.001182509,0.00009980233,0.006534081,0.6158087,0.1540671,0.220859],"study_design_scores_gemma":[0.0004947131,0.00004411934,0.0007990378,0.00008610179,0.00001921371,0.00001148246,0.005316116,0.003280003,0.00007504722,0.002854456,0.9868005,0.0002192219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.713511,0.0002315479,0.001457276,0.005881966,0.001341073,0.0005647367,0.00009210847,0.001484307,0.2754359],"genre_scores_gemma":[0.9959996,0.00009229204,0.00004938527,0.0002970841,0.001182046,4.039639e-8,0.001418655,0.0004075992,0.0005532679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8327335,"threshold_uncertainty_score":0.9997565,"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."}}