{"id":"W4220761654","doi":"10.1287/isre.2022.1109","title":"The Path to Hedonic Information System Use Addiction: A Process Model in the Context of Social Networking Sites","year":2022,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; HEC Montréal","funders":"","keywords":"Addiction; Affordance; Context (archaeology); Perspective (graphical); Control (management); Salient; Process (computing); Psychology; Computer science; Cognitive psychology; Artificial intelligence","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":[0.01034289,0.00008131249,0.0001447894,0.000420807,0.003630481,0.0007012527,0.0009356897,0.00009933781,0.000004135253],"category_scores_gemma":[0.000544618,0.00005886172,0.00004254888,0.001870338,0.0002007212,0.002198768,0.0001828133,0.0005821054,0.00004646446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008546145,"about_ca_system_score_gemma":0.0004946164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717765,"about_ca_topic_score_gemma":0.0002625151,"domain_scores_codex":[0.9952793,0.001096398,0.0007007929,0.00007161417,0.002344659,0.0005072547],"domain_scores_gemma":[0.9983834,0.0003105672,0.0003202749,0.0002357223,0.000701733,0.00004828515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004024509,0.00006398985,0.0073485,0.00046572,0.00004826906,0.00000170766,0.760822,0.02184782,0.00000717194,0.1279234,0.05444269,0.02662624],"study_design_scores_gemma":[0.000444093,0.00007624087,0.001507633,0.0001078366,0.000003267094,0.000006282693,0.7887307,0.0752827,0.000005019559,0.00003869983,0.1336921,0.0001054918],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381889,0.0002385167,0.001744815,0.009102138,0.00144466,0.009427887,0.0002480673,0.0004243435,0.0391807],"genre_scores_gemma":[0.9990152,0.00000881159,0.000004396509,0.0001605828,0.00007723752,0.0006071885,0.00001950531,0.000004119729,0.0001030007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1278847,"threshold_uncertainty_score":0.9976667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08684115099813969,"score_gpt":0.3864530651594141,"score_spread":0.2996119141612744,"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."}}