{"id":"W4414071315","doi":"10.1177/17461979251356891","title":"Journalism education as a site for civic reasoning","year":2025,"lang":"en","type":"article","venue":"Education Citizenship and Social Justice","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Journalism; Curriculum; Civics; Moral reasoning; Technical Journalism; Qualitative research; Citizen journalism; Civic engagement","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000725823,0.0001028147,0.0001528869,0.000158821,0.002496256,0.0001926816,0.0001212161,0.0001601275,0.0000930079],"category_scores_gemma":[0.001548102,0.0001221293,0.00006885354,0.0003067097,0.0001832156,0.00008774381,0.00001202342,0.000180975,0.00001714919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297152,"about_ca_system_score_gemma":0.004886561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009729891,"about_ca_topic_score_gemma":0.0002572136,"domain_scores_codex":[0.9989249,0.0001911671,0.0002022295,0.0002324294,0.0001735051,0.000275813],"domain_scores_gemma":[0.9987969,0.000505553,0.0001133754,0.00007872879,0.0003672552,0.0001382125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001515579,0.00008778345,0.0006183904,0.00009688469,0.00001441977,6.992194e-8,0.09095811,1.190781e-7,0.00001903064,0.7112768,0.1703937,0.02651954],"study_design_scores_gemma":[0.0001998856,0.00002052266,0.003151295,0.0000893473,0.0002682978,0.000001270919,0.2589665,0.000003164894,0.000003788602,0.07962877,0.6574892,0.0001780243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3349499,0.002852909,0.0006917621,0.0677609,0.01476831,0.0005566221,0.00001081625,0.0001536968,0.5782551],"genre_scores_gemma":[0.9320803,0.0001424177,0.0009316516,0.006518551,0.004448611,0.0001148253,0.00002727983,0.00001271711,0.0557236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.631648,"threshold_uncertainty_score":0.9988024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05496980794277138,"score_gpt":0.4182424845322602,"score_spread":0.3632726765894888,"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."}}