{"id":"W2965687511","doi":"10.1145/3353401.3353405","title":"An Exploration of the Drivers of Non-Adoption Behavior","year":2019,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perception; Psychology; Knowledge management; Risk perception; Phenomenon; Function (biology); Cognitive psychology; Computer science; Social psychology; Epistemology","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"],"consensus_categories":[],"category_scores_codex":[0.003708487,0.0001800785,0.0003326734,0.0004468014,0.0001461684,0.00007796692,0.002360948,0.00008865892,0.00004590391],"category_scores_gemma":[0.001704797,0.0001071365,0.0001078858,0.001021165,0.0002029709,0.01640723,0.0003582948,0.000216286,0.00008157526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005273091,"about_ca_system_score_gemma":0.00009232201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009560402,"about_ca_topic_score_gemma":0.00007698374,"domain_scores_codex":[0.9966075,0.0002070576,0.001487963,0.0002763144,0.001203471,0.0002177158],"domain_scores_gemma":[0.9938237,0.0006605847,0.001429732,0.003414347,0.0006140337,0.00005757297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001384529,0.0009436397,0.714116,0.001046333,0.0000512167,0.000002411119,0.009713898,0.06909724,0.03344458,0.1112561,0.007373029,0.05157106],"study_design_scores_gemma":[0.01308722,0.001214504,0.2135171,0.002390182,0.0003926409,0.00004932175,0.1596207,0.1151368,0.04166062,0.004871868,0.4459231,0.002135978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840109,0.0001704063,0.1022648,0.0002288425,0.001972489,0.003229088,0.007935867,0.00005110322,0.0001365219],"genre_scores_gemma":[0.9959728,0.0001254513,0.002005923,0.000058044,0.00002489458,0.0003026777,0.001451915,0.000009052103,0.00004927889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5005988,"threshold_uncertainty_score":0.9973498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08031482334457482,"score_gpt":0.3859845686261589,"score_spread":0.3056697452815841,"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."}}