{"id":"W2121770068","doi":"10.5539/ass.v11n26p196","title":"Smartphone Dependency and Its Impact on Purchase Behavior","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dependency (UML); Gratification; Smartphone addiction; Outcome (game theory); Confirmatory factor analysis; Psychology; Order (exchange); Advertising; Marketing; Business; Computer science; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002486408,0.0001321174,0.0001659577,0.0001039388,0.001393899,0.0003622741,0.0004325896,0.0001091427,0.00005380169],"category_scores_gemma":[0.002089623,0.0001191284,0.00006415959,0.0009543121,0.001303245,0.0006491754,0.00008921408,0.0001664909,0.00012564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534593,"about_ca_system_score_gemma":0.001011825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005883654,"about_ca_topic_score_gemma":0.0001614562,"domain_scores_codex":[0.9974993,0.0001586098,0.0001450957,0.0003452893,0.001205862,0.0006457834],"domain_scores_gemma":[0.9987929,0.00007623593,0.00007954243,0.00009419448,0.0002162212,0.000740886],"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":[0.00006491168,0.0002582074,0.008555117,0.000003870776,0.000007389885,0.00004928634,0.09133718,8.386055e-8,0.0002811874,0.09484727,0.001661058,0.8029344],"study_design_scores_gemma":[0.001891608,0.0009325003,0.8262922,0.00006738093,0.00005608995,0.00001074224,0.107868,0.00001053191,0.0004381031,0.02998581,0.03100772,0.00143936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5023965,0.00003552239,0.000001522839,0.0009085364,0.0004161144,0.0001554593,0.000007839537,0.00006840306,0.4960101],"genre_scores_gemma":[0.9980406,0.00001081436,0.00002576823,0.0001341524,0.0005550553,0.00001997527,0.000001157453,0.000009363784,0.001203081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.817737,"threshold_uncertainty_score":0.9999061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478856544745711,"score_gpt":0.3676991225371787,"score_spread":0.3329105570897216,"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."}}