{"id":"W2982258019","doi":"10.1002/hbe2.180","title":"Moving beyond addiction: An attachment theory framework for understanding young adults' relationships with their smartphones","year":2019,"lang":"en","type":"article","venue":"Human Behavior and Emerging Technologies","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Addiction; Psychology; Attachment theory; Developmental psychology; Cognitive psychology; Human–computer interaction; Cognitive science; Computer science; Neuroscience","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006896133,0.0002151296,0.000220337,0.0002749058,0.002352087,0.0001486422,0.0003900923,0.0004493544,0.00004161177],"category_scores_gemma":[0.0001551306,0.0001853259,0.00005191401,0.0002858502,0.0007039745,0.0004321895,0.0001108026,0.0005236802,0.000003417696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319865,"about_ca_system_score_gemma":0.00003035283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009033261,"about_ca_topic_score_gemma":0.0007128773,"domain_scores_codex":[0.9985867,0.00008051751,0.0002095477,0.0004102087,0.000228519,0.0004845277],"domain_scores_gemma":[0.9991706,0.0001389079,0.0001520337,0.0004298611,0.00005599926,0.00005260868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005910934,0.00008983208,0.579733,0.00002415756,0.00002654553,0.000002079568,0.005579944,0.000002880524,0.0001123842,0.4067897,0.00009738023,0.007483012],"study_design_scores_gemma":[0.001095735,0.0005874005,0.1314137,0.0005345019,0.0001608286,0.00001211201,0.5131212,0.00004212112,0.0005878531,0.3510727,0.0006489179,0.0007229259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831872,0.0003237122,0.01045567,0.0009966338,0.0003086157,0.000953217,0.00001493115,0.002556685,0.00120335],"genre_scores_gemma":[0.9949819,0.00008059778,0.00447651,0.00002040762,0.0000373211,0.0001456131,0.00001318722,0.0000311385,0.000213361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5075412,"threshold_uncertainty_score":0.9989467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516754308171344,"score_gpt":0.33074331251283,"score_spread":0.2755757694311166,"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."}}