{"id":"W2344821929","doi":"10.15353/joci.v12i1.3217","title":"Mediated communication and mediated communities in the information age","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Relation (database); Virtual community; Sociology; Epistemology; Public relations; Computer science; Political science; World Wide Web; The Internet; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007724714,0.00007946061,0.0001627183,0.0001288851,0.001064593,0.0001055784,0.001331181,0.00009140284,0.00002145865],"category_scores_gemma":[0.002570237,0.0000380515,0.00003302417,0.000270376,0.001076973,0.001314311,0.000120595,0.0007718904,0.00001431639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000815782,"about_ca_system_score_gemma":0.0001469996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677769,"about_ca_topic_score_gemma":0.004079974,"domain_scores_codex":[0.9946434,0.003994289,0.0006933768,0.000002905591,0.0004738164,0.0001922251],"domain_scores_gemma":[0.9858488,0.01285675,0.000599283,0.0003799586,0.0002517829,0.00006345186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001731378,0.00002263073,0.001416709,0.00001177818,0.00001283763,8.531972e-8,0.9865677,0.000001680115,0.000003946438,0.006945047,0.001154054,0.003846184],"study_design_scores_gemma":[0.0004972852,0.00005816574,0.004289092,0.00009242826,0.00002161848,0.000009895194,0.8969265,0.00001026341,0.000006724576,0.006203184,0.09182832,0.00005649407],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752048,0.0001018624,0.0001188397,0.01239791,0.00008695501,0.0001615351,0.00001184502,0.00001285115,0.01190343],"genre_scores_gemma":[0.9930421,0.004409899,0.00005622327,0.002436782,0.00003036303,0.000002300428,0.00001205245,0.000002847482,0.000007401492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09067426,"threshold_uncertainty_score":0.81881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05389927307107647,"score_gpt":0.3235834344153641,"score_spread":0.2696841613442876,"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."}}