{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01539237,0.000306437,0.0007783841,0.001763864,0.006404856,0.003808876,0.001187852,0.001595084,0.004743279],"category_scores_gemma":[0.021853,0.0004980818,0.0003655445,0.001908289,0.004527804,0.003416653,0.004817768,0.002472298,0.0004041523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005833379,"about_ca_system_score_gemma":0.00719546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007541668,"about_ca_topic_score_gemma":0.009674597,"domain_scores_codex":[0.9902889,0.005847545,0.0003446815,0.0004434418,0.0007332901,0.002342126],"domain_scores_gemma":[0.9617971,0.0285881,0.002607671,0.0006676114,0.00275096,0.003588548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000791216,0.0002527105,0.02359748,0.000272763,0.000009544519,0.0009675234,0.957905,0.0001227181,0.001517504,0.002565104,0.0005599417,0.01215056],"study_design_scores_gemma":[0.00000380576,0.00007434397,0.00500576,0.000150182,0.000004704517,0.0001097474,0.9900246,0.0002001219,0.0003808036,0.0002687564,0.003762722,0.00001448651],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957393,0.0001792655,0.0009098973,0.001134506,0.00001243661,0.00008988593,0.00007063805,0.000007329062,0.001856625],"genre_scores_gemma":[0.9983767,0.0001786245,0.0002697553,0.0003602596,0.000003662655,0.0000608626,0.00002001863,0.000005519343,0.000724441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01539237,"threshold_uncertainty_score":0.08140355,"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."}}