{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002434022,0.0001891322,0.0001784616,0.0009214858,0.0004843292,0.001244572,0.0003145408,0.0005633359,0.0009550083],"category_scores_gemma":[0.01305811,0.0002083099,0.0003354136,0.001068582,0.0005794775,0.001329999,0.0007106893,0.0006773611,0.0001012174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009189586,"about_ca_system_score_gemma":0.001097523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058304,"about_ca_topic_score_gemma":0.0151761,"domain_scores_codex":[0.9985718,0.0006799948,0.00008921395,0.0001253921,0.0003345056,0.0001991338],"domain_scores_gemma":[0.9835137,0.01099623,0.002653239,0.0004523334,0.001748684,0.0006357254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397696,0.0005344858,0.9523767,0.00008748921,0.00008781312,0.0002193663,0.01100344,0.000856263,0.001826497,0.001310108,0.00009695937,0.03146117],"study_design_scores_gemma":[0.000009324129,0.000637656,0.9760266,0.0000379307,0.0000646451,0.0001341494,0.01448978,0.006509993,0.0009623567,0.0003981088,0.0007067212,0.00002270157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991067,0.00003878712,0.0002460709,0.0000383638,7.226292e-7,0.00001054771,0.000008253523,0.000001445886,0.000549156],"genre_scores_gemma":[0.9994547,0.00005113528,0.0003592189,0.000007546448,0.000001070184,0.00001183569,0.00001594558,5.834132e-7,0.00009797934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058304,"threshold_uncertainty_score":0.02104288,"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."}}