{"id":"W4386443843","doi":"10.1145/3603163.3609030","title":"Decentralizing Social Media","year":2023,"lang":"en","type":"article","venue":"","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canada Research Chairs","keywords":"Social media; Incentive; Moderation; Unified theory of acceptance and use of technology; Mainstream; Computer science; Social influence; Internet privacy; Knowledge management; Business; World Wide Web; Psychology; Microeconomics; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003442747,0.0002696871,0.0001528058,0.001254151,0.002012993,0.002858845,0.0005595442,0.0007955972,0.00945618],"category_scores_gemma":[0.01073717,0.0002012677,0.0001733553,0.0009346909,0.002103698,0.004096883,0.00365325,0.0007660898,0.0008461867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658259,"about_ca_system_score_gemma":0.001951064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732552,"about_ca_topic_score_gemma":0.002977437,"domain_scores_codex":[0.9964415,0.002047764,0.0001471234,0.0003875154,0.0005496428,0.0004263833],"domain_scores_gemma":[0.9854733,0.009409039,0.001912159,0.001462494,0.0009702368,0.0007727425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004526818,0.000755935,0.1801087,0.0009493452,0.00009911398,0.002348421,0.1632434,0.003754269,0.01801145,0.2371818,0.00664667,0.3864481],"study_design_scores_gemma":[0.0001576861,0.001211707,0.1550834,0.001117463,0.0001236037,0.002163711,0.2555465,0.02147177,0.01248705,0.08279453,0.4676487,0.0001939276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8191475,0.0002644341,0.01784326,0.002351377,0.00007495429,0.0004812631,0.0001652922,0.0001279912,0.1595438],"genre_scores_gemma":[0.9920075,0.00008978207,0.001746138,0.00009544171,0.00002561738,0.00009710664,0.0000364195,0.000009387206,0.005892451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00945618,"threshold_uncertainty_score":0.03163409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2876648250297863,"score_gpt":0.4404211005877523,"score_spread":0.152756275557966,"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."}}