{"id":"W4309618927","doi":"10.1145/3555132","title":"Imagined Online Communities: Communionship, Sovereignty, and Inclusiveness in Facebook Groups","year":2022,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Social Media and Politics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ontario Ministry of Research and Innovation; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Empowerment; Sovereignty; Set (abstract data type); Peer production; Sociology; Sensibility; Computer-supported cooperative work; Internet privacy; Psychology; Social psychology; Work (physics); Political science; World Wide Web; Politics; Computer science; Engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683292,0.0001108762,0.0001801516,0.0001567001,0.001272652,0.0000765589,0.001300942,0.00004578778,0.0001716229],"category_scores_gemma":[0.0001697246,0.0001056234,0.00006117829,0.0002076361,0.000265614,0.0002675244,0.001794353,0.0006224915,0.00000155806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153508,"about_ca_system_score_gemma":0.00003716922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003386365,"about_ca_topic_score_gemma":0.0005661608,"domain_scores_codex":[0.9989154,0.0001674182,0.0002437795,0.0001136397,0.0003486771,0.0002111177],"domain_scores_gemma":[0.9989164,0.0004923709,0.0002174101,0.0002136703,0.0001167344,0.00004336712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001804724,0.0009558675,0.07648463,0.0001395087,0.00006581777,0.000001364892,0.6218447,0.00009697596,0.001561366,0.2860245,0.005680896,0.006963885],"study_design_scores_gemma":[0.001733026,0.0005159745,0.02909236,0.000466192,0.00004971703,0.00001355622,0.6002991,0.001318846,0.001468062,0.3099943,0.05451858,0.0005303041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875164,0.00001525815,0.000001309353,0.002807193,0.0007428674,0.0003841004,0.00001515384,0.0000396435,0.008478062],"genre_scores_gemma":[0.9987746,0.00001726215,0.0001987232,0.0005637155,0.0002253649,0.00005924061,0.000008112076,0.00001289609,0.000140079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04883768,"threshold_uncertainty_score":0.9788337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08676138063373949,"score_gpt":0.3745930609488666,"score_spread":0.2878316803151271,"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."}}