{"id":"W7117887355","doi":"10.58898/sij.v4i2.98-103","title":"Journalism in the Transition from the Old to the New Age","year":2025,"lang":"","type":"article","venue":"Social informatics journal","topic":"Literature, Film, and Journalism Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Journalism; Publication; Focus (optics); The Internet; Transition (genetics); Statement (logic); Function (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008543001,0.0001533918,0.0003166675,0.004466034,0.009384851,0.02034158,0.0006985132,0.002008789,0.003630589],"category_scores_gemma":[0.01543781,0.0002904517,0.0001909462,0.003190742,0.02852689,0.01655873,0.00603779,0.00314348,0.0004025721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006043943,"about_ca_system_score_gemma":0.004120717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867888,"about_ca_topic_score_gemma":0.004170799,"domain_scores_codex":[0.9945523,0.003220864,0.000230584,0.0004501064,0.0008421635,0.0007040607],"domain_scores_gemma":[0.9817894,0.01041405,0.001688301,0.0006241582,0.001357282,0.004126756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001092681,0.00009066263,0.006467729,0.0001554312,0.000008929224,0.0008315637,0.5143278,0.00004513975,0.0003625056,0.4341168,0.00937992,0.03410408],"study_design_scores_gemma":[0.00002666775,0.000108639,0.02333187,0.0005328529,0.00001107441,0.001020108,0.3075328,0.0001515641,0.0003829383,0.07482509,0.5920298,0.00004654044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4893058,0.04019831,0.002033179,0.08522649,0.002188456,0.00009017492,0.0001249176,0.00005956607,0.3807732],"genre_scores_gemma":[0.9814445,0.006468875,0.0003076518,0.002306401,0.001290835,0.00002348208,0.00001747458,0.00002832204,0.008112456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02034158,"threshold_uncertainty_score":0.04518026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942036986238542,"score_gpt":0.2574609652035636,"score_spread":0.2380405953411782,"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."}}