{"id":"W4293676928","doi":"10.3390/informatics9030064","title":"Barriers Affecting Higher Education Institutions’ Adoption of Blockchain Technology: A Qualitative Study","year":2022,"lang":"en","type":"article","venue":"Informatics","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blockchain; Higher education; Business; Knowledge management; Qualitative research; Empirical research; European union; Engineering management; Computer science; Economic growth; Engineering; Sociology; Economics; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000803063,0.00009770208,0.0001467996,0.0005161343,0.000528334,0.00002058815,0.0007695259,0.00006899298,0.00001970374],"category_scores_gemma":[0.0000622154,0.0001039341,0.00003386234,0.001710688,0.0001150153,0.0001584725,0.0005270327,0.0003340091,0.000008245512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195385,"about_ca_system_score_gemma":0.0003182201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001819597,"about_ca_topic_score_gemma":0.000003651779,"domain_scores_codex":[0.9989497,0.00009825042,0.000440665,0.0001195133,0.0002424346,0.0001494195],"domain_scores_gemma":[0.9988602,0.00006255649,0.0003302741,0.0005821686,0.0001261076,0.00003871831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003071078,0.0003747719,0.0009130586,0.00002602933,0.00003388137,4.798646e-7,0.09474608,0.001156421,0.00004373731,0.8902674,0.0002966346,0.01213843],"study_design_scores_gemma":[0.001188427,0.001071282,0.0009860375,0.00003241313,0.00004996862,0.00005770621,0.8328009,0.03641805,0.000821222,0.1007264,0.02525684,0.0005907743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496313,0.0000706694,0.04656416,0.001014386,0.0002820507,0.0006205986,0.000007934354,0.0003435484,0.001465328],"genre_scores_gemma":[0.9794568,0.000001094457,0.01994663,0.0001490072,0.000008164243,0.0003747666,0.00000423493,0.000003673958,0.00005557353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7895411,"threshold_uncertainty_score":0.4238308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209144055033112,"score_gpt":0.3150553327768233,"score_spread":0.2929638922264922,"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."}}