{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01291743,0.0006617958,0.0008809755,0.001547422,0.02515503,0.02170733,0.001703588,0.008760896,0.00927269],"category_scores_gemma":[0.03947086,0.0007607786,0.00052787,0.00229884,0.04729988,0.04752365,0.01119923,0.01309152,0.003164897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005806698,"about_ca_system_score_gemma":0.007156684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01092141,"about_ca_topic_score_gemma":0.01615143,"domain_scores_codex":[0.9835415,0.01070562,0.0003296124,0.001830298,0.001806986,0.001785902],"domain_scores_gemma":[0.9843197,0.008745132,0.00140502,0.0009771799,0.002396983,0.002155914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008607673,0.00003862818,0.005124388,0.0002841869,0.00002492344,0.0009179346,0.7029749,0.00007756683,0.0003825565,0.190227,0.05696728,0.04289448],"study_design_scores_gemma":[0.00001324323,0.00003344668,0.001994291,0.0005193009,0.00001549459,0.001200308,0.4422565,0.0001378622,0.0002761063,0.1090992,0.4443882,0.00006606352],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1290432,0.02657211,0.009055914,0.6823155,0.005283306,0.00008361066,0.0001397109,0.0001363362,0.1473704],"genre_scores_gemma":[0.8573008,0.008578683,0.003231122,0.0999404,0.001507614,0.0001351736,0.00009921312,0.0002381511,0.02896877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02515503,"threshold_uncertainty_score":0.06831473,"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."}}