{"id":"W4381786554","doi":"10.1109/wf-iot54382.2022.10152054","title":"IoT Adoption: Classification Based on Customer Purchase Behavior","year":2022,"lang":"en","type":"article","venue":"","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Internet of Things; Computer science; Focus (optics); Key (lock); Product (mathematics); Function (biology); Perspective (graphical); Control (management); Computer security; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158061,0.000308446,0.0003059854,0.002854747,0.0003769337,0.001246097,0.0003904659,0.0005697488,0.004181795],"category_scores_gemma":[0.006076915,0.0001323526,0.0005731923,0.002672336,0.0003268998,0.001203688,0.0007817682,0.0005788507,0.0009915404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003703559,"about_ca_system_score_gemma":0.0002080981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002945998,"about_ca_topic_score_gemma":0.003393147,"domain_scores_codex":[0.9989755,0.0002510406,0.0001426521,0.00007880283,0.0003957276,0.0001562728],"domain_scores_gemma":[0.991808,0.003017905,0.002403547,0.0003155658,0.00193973,0.0005152214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566109,0.0001383014,0.9893825,0.00005146096,0.00005634718,0.00008539588,0.0006754008,0.0001416049,0.0007323685,0.0002567812,0.0004386748,0.007884637],"study_design_scores_gemma":[0.000007338814,0.0001449189,0.9920231,0.00003517347,0.00002873985,0.0002924041,0.002682191,0.003145013,0.0003479591,0.000235624,0.001042053,0.00001546353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948834,0.0001651551,0.0004417882,0.0001447328,0.000005315121,0.00006975899,0.0006326833,0.00001676178,0.00364043],"genre_scores_gemma":[0.9974375,0.000160163,0.0006056933,0.00004618404,0.00001049752,0.00006038989,0.0010509,0.0000077607,0.000620904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004181795,"threshold_uncertainty_score":0.01398951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823836564470514,"score_gpt":0.4010436493478552,"score_spread":0.2186599929008038,"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."}}