{"id":"W1517591993","doi":"10.2307/20054149","title":"The Public Sphere and Online, Independent Journalism","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Journalism; Public sphere; Sociology; Media studies; Multimedia; Political science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001479656,0.0001312739,0.0001602615,0.0003338589,0.001316994,0.0001653175,0.0002812531,0.0001421662,0.0001460497],"category_scores_gemma":[0.001134025,0.0001145026,0.00005744902,0.0003233881,0.00009402014,0.0003701693,0.000006735135,0.0005937293,0.00001972294],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003806958,"about_ca_system_score_gemma":0.02146614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05964195,"about_ca_topic_score_gemma":0.8535101,"domain_scores_codex":[0.9981227,0.0002496525,0.0006972345,0.0001451994,0.0000902231,0.0006950034],"domain_scores_gemma":[0.9964849,0.0002829873,0.000708975,0.0002345098,0.001086109,0.001202489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002244472,0.0002369276,0.2290946,0.0002138181,0.00008173316,0.00001814125,0.05019308,0.00008097266,0.0001131796,0.1147464,0.5013317,0.1038669],"study_design_scores_gemma":[0.0001536932,0.0000355594,0.1788282,0.0001994256,0.00002904955,0.0002716343,0.05021657,0.00002437949,0.000002862657,0.01269533,0.7574108,0.0001325685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529283,0.002539485,0.00006746102,0.0284129,0.01025447,0.0001943345,0.00001502847,0.000006938346,0.005581073],"genre_scores_gemma":[0.9852095,0.0001251414,0.0002291602,0.0007607313,0.002749871,0.00002037399,0.00004910046,0.00002525404,0.01083091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7938682,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06279959620364015,"score_gpt":0.3344450006627461,"score_spread":0.271645404459106,"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."}}