{"id":"W2971289151","doi":"10.3968/11215","title":"Mobile Phone Addiction and Career Preparation in College Students","year":2019,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile phone; Psychology; Addiction; Advertising; Business; Computer science; Telecommunications","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":[0.0002968257,0.0001614756,0.0001923272,0.001027139,0.0008065803,0.0008897242,0.0002104315,0.0003794725,0.00447557],"category_scores_gemma":[0.001841573,0.0001909555,0.0002992293,0.0008588479,0.0003335439,0.0003791935,0.0007316264,0.0008784374,0.0003683736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975369,"about_ca_system_score_gemma":0.0005628843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125194,"about_ca_topic_score_gemma":0.01647112,"domain_scores_codex":[0.9996861,0.00004971046,0.00003407478,0.00003199762,0.00007995298,0.0001180912],"domain_scores_gemma":[0.9982652,0.000143205,0.0005069695,0.0000411833,0.0001513906,0.0008921489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001927937,0.0001016483,0.9962591,0.000008537018,0.000008435193,0.00007478041,0.0004214328,0.000006535729,0.0001178064,0.00002962295,0.00009748247,0.002855268],"study_design_scores_gemma":[0.000001378574,0.00004335251,0.99853,0.000008232836,0.000004469056,0.0000688532,0.001018376,0.00003840581,0.00001804739,0.00001460099,0.0002517669,0.000002461764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989386,0.0001065116,0.00001204097,0.00009251437,0.000005562133,0.00000645912,0.00004430911,0.000001349172,0.0007925782],"genre_scores_gemma":[0.9994324,0.0001034045,0.00001764195,0.0000365396,0.000004210364,0.000003998697,0.00004843088,6.418546e-7,0.0003526379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125194,"threshold_uncertainty_score":0.0223729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352563860305278,"score_gpt":0.3624049890690461,"score_spread":0.3488793504659933,"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."}}