{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499804,0.0006559261,0.000343698,0.001408017,0.001313907,0.003965714,0.000935618,0.001882427,0.01450448],"category_scores_gemma":[0.004113387,0.0006132746,0.0009376986,0.001119136,0.002821601,0.005712187,0.002318326,0.002313401,0.000902813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415573,"about_ca_system_score_gemma":0.003441965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00866417,"about_ca_topic_score_gemma":0.006580261,"domain_scores_codex":[0.9994155,0.0002888238,0.00001899554,0.0001111619,0.00005666543,0.0001088967],"domain_scores_gemma":[0.9968402,0.002150534,0.0003451424,0.00008746672,0.0002327038,0.0003440453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002308398,0.0009631791,0.06703842,0.0002786789,0.00007166978,0.001538165,0.02986687,0.01721228,0.002114532,0.8550749,0.00108033,0.02453012],"study_design_scores_gemma":[0.0001996398,0.0007208459,0.06889762,0.0004435012,0.0002493002,0.00162396,0.02444978,0.3084642,0.001066705,0.5804843,0.01326125,0.0001388939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7407742,0.001124595,0.1320623,0.01104738,0.00008387028,0.0007586755,0.0004742315,0.0001492241,0.1135255],"genre_scores_gemma":[0.9837524,0.0006310335,0.01086085,0.0001390392,0.00001681509,0.0002598455,0.00007415596,0.00001740652,0.004248566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01450448,"threshold_uncertainty_score":0.04852235,"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."}}