{"id":"W3111913087","doi":"10.4018/ijeis.2021010101","title":"A Systematic Review for Predictive Models of IS Adoption","year":2020,"lang":"en","type":"review","venue":"International Journal of Enterprise Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université Laval","funders":"","keywords":"Predictive modelling; Predictive power; Computer science; Order (exchange); Risk analysis (engineering); Management science; Knowledge management; Data science; Engineering; Business; Machine learning; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.003749818,0.0003549864,0.003376017,0.00159191,0.00003909225,0.0002797971,0.002600556,0.0003364487,0.00003613106],"category_scores_gemma":[0.003444983,0.0002352298,0.001699954,0.0005427258,0.00005708359,0.002428868,0.0001677165,0.0004116093,0.0001274404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131006,"about_ca_system_score_gemma":0.0004828633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002519685,"about_ca_topic_score_gemma":1.222162e-7,"domain_scores_codex":[0.9882818,0.0003649527,0.008134058,0.0002012062,0.002865105,0.0001529065],"domain_scores_gemma":[0.9774538,0.0008494381,0.01505299,0.0004701336,0.006041334,0.0001322888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002102027,0.0001861113,0.00001614579,0.7819741,0.003530758,0.00002569443,0.002260577,0.0004020703,2.280657e-7,0.003771659,0.04815365,0.1594688],"study_design_scores_gemma":[0.0004195418,0.000165128,6.753654e-7,0.4655538,0.001339429,0.0006205404,0.0005050888,0.002532363,4.471173e-7,0.0002711138,0.5284089,0.0001830208],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001118355,0.8344125,0.1598178,0.0002089842,0.002325261,0.00211977,0.0008563028,0.00002448091,0.000233837],"genre_scores_gemma":[0.0004196904,0.9984192,0.0003361561,0.0002899441,0.0001642158,0.0001932028,0.00006324194,0.00001861945,0.00009577838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4802552,"threshold_uncertainty_score":0.9592395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142877938641918,"score_gpt":0.4199751273527418,"score_spread":0.30568733348855,"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."}}