{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006618406,0.000193709,0.000197147,0.0005382875,0.0005582349,0.0008554877,0.0001476571,0.0004047565,0.004915653],"category_scores_gemma":[0.005569949,0.000146627,0.000539174,0.00047719,0.0003908139,0.0004499933,0.000628645,0.0007285808,0.0003522908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169691,"about_ca_system_score_gemma":0.0006786929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008881776,"about_ca_topic_score_gemma":0.01259605,"domain_scores_codex":[0.9993767,0.0002569605,0.00005122036,0.00005725985,0.0001612234,0.00009669786],"domain_scores_gemma":[0.9940408,0.003072023,0.00138431,0.0001992782,0.0005458476,0.0007578271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001423497,0.0003330433,0.9908741,0.00002616895,0.00006145269,0.0002209462,0.001223285,0.00008191907,0.0003755455,0.0001919663,0.0001294519,0.006339785],"study_design_scores_gemma":[0.000002329745,0.0001154023,0.9975995,0.00001246222,0.0000358434,0.00007959019,0.001361689,0.0003426306,0.0001020684,0.00008032105,0.0002618067,0.000006392217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977401,0.00009030573,0.00003906513,0.0001002702,0.000003221364,0.000006878315,0.00004840069,0.000001651133,0.001970108],"genre_scores_gemma":[0.9993612,0.0001039377,0.00005823409,0.00001993019,0.000003608016,0.00000512981,0.00005324007,0.000001099585,0.0003936522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008881776,"threshold_uncertainty_score":0.01766014,"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."}}