{"id":"W3217710744","doi":"10.15353/joci.v17i.3490","title":"‘It is unbelievable how many come to us’:","year":2021,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Democracy; Function (biology); Public relations; Perspective (graphical); The Internet; Digital literacy; Community engagement; Digital inclusion; Universal design; Literacy; Political science; Civic engagement; Digital divide; Sociology; Business; Internet privacy; World Wide Web; Computer science; Politics; Pedagogy; Social science","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":[0.002226551,0.00007826591,0.0002102577,0.00005809652,0.001170791,0.000163491,0.0008841017,0.00007861897,0.0001633101],"category_scores_gemma":[0.001332448,0.00005885909,0.00008886016,0.0003839787,0.0002067989,0.000366785,0.0001625742,0.0007965524,0.00007006978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132479,"about_ca_system_score_gemma":0.0004894244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004197555,"about_ca_topic_score_gemma":0.000437073,"domain_scores_codex":[0.9978179,0.000909182,0.0003965252,0.000005478575,0.000598367,0.000272551],"domain_scores_gemma":[0.9972291,0.001275333,0.0003143638,0.0003261834,0.000640905,0.0002141038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008181128,0.00004132921,0.0007043421,0.00002091903,0.00003882014,8.210216e-7,0.8996639,0.00002069202,0.00002199469,0.00229377,0.09631359,0.0008716361],"study_design_scores_gemma":[0.0001268107,0.00005114996,0.0002893548,0.00003566758,0.00003499434,0.00001539722,0.5386894,0.000006688666,0.000374131,0.002109464,0.4582132,0.00005374213],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766547,0.00006050674,0.0004665684,0.07808637,0.0006129723,0.00007859433,0.000009164667,0.00001086937,0.04402022],"genre_scores_gemma":[0.967594,0.0005213413,0.0005660293,0.02968125,0.0002976483,5.459592e-7,0.000001299765,0.000006301227,0.001331574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3618996,"threshold_uncertainty_score":0.9004899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06294503445666406,"score_gpt":0.3479461532877311,"score_spread":0.285001118831067,"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."}}