{"id":"W2080004280","doi":"10.1177/0266666914563358","title":"Examining the adoption and continuous usage of context-aware services","year":2014,"lang":"en","type":"article","venue":"Information Development","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Structural equation modeling; Tourism; Perception; Process (computing); Computer science; Knowledge management; Global Positioning System; Marketing; Business; Psychology","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":[0.00182464,0.00008141741,0.0001393573,0.0001917138,0.0001668838,0.0001181801,0.0003172066,0.00007749804,0.00008771978],"category_scores_gemma":[0.0001856485,0.00005053027,0.00001595457,0.000218402,0.00007878168,0.0007192995,0.0001196737,0.00008480193,0.000163625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001472328,"about_ca_system_score_gemma":0.00003134098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007638108,"about_ca_topic_score_gemma":0.00001900327,"domain_scores_codex":[0.9986067,0.0000569797,0.0006500665,0.00009561554,0.0004857102,0.0001049505],"domain_scores_gemma":[0.9988724,0.0002095286,0.0003956917,0.0002274665,0.0002610588,0.00003385447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000008506438,0.000008064431,0.184767,0.0000090902,0.000005935798,1.040306e-7,0.006941639,0.0000208512,0.0000224109,0.001853179,0.0003924877,0.8059708],"study_design_scores_gemma":[0.0003036124,0.00002371046,0.8379149,0.00002319103,0.000003369202,0.0000067546,0.01003946,0.001117449,0.0004718259,0.000256546,0.1497608,0.00007833484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814215,0.00002073986,0.01641937,0.0003731646,0.0001333409,0.0001356585,0.000002522011,0.00005490308,0.001438774],"genre_scores_gemma":[0.9975876,0.000004710755,0.001552584,0.000641461,0.000005943952,0.00001347884,0.000007656345,0.000002021326,0.0001845843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8058924,"threshold_uncertainty_score":0.2103123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0589757216351759,"score_gpt":0.3025210114380172,"score_spread":0.2435452898028413,"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."}}