{"id":"W7161708930","doi":"10.59236/emro.v27i6a441","title":"For the Record","year":2025,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Journalism; Subject (documents); Presidential system; Social media; Historical record; Presidential election","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002422462,0.0002020146,0.0004359831,0.0000664987,0.001506237,0.00006635561,0.001164351,0.000103264,0.001183621],"category_scores_gemma":[0.01222002,0.000137109,0.0002939346,0.0008942329,0.0004589239,0.00009172053,0.0001430717,0.0002762635,0.0001331487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934037,"about_ca_system_score_gemma":0.001544564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276415,"about_ca_topic_score_gemma":0.005911731,"domain_scores_codex":[0.9977111,0.0004895725,0.0008543804,0.00031302,0.0002943657,0.000337521],"domain_scores_gemma":[0.9882126,0.01007547,0.0004031662,0.0007519391,0.0004492787,0.0001075383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001065136,0.0003016259,0.0003438601,0.0001231397,0.00005712107,8.463931e-9,0.003934266,2.591872e-7,0.000001422837,0.1294761,0.345363,0.5203887],"study_design_scores_gemma":[0.000178974,0.0000164557,0.004645827,0.0004535287,0.0002126807,9.245453e-8,0.004951577,0.0001076925,5.693382e-7,0.02688356,0.9624241,0.000124945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0001845861,0.3680915,0.000420761,0.6116605,0.01269369,0.00216683,0.00007454225,0.00000911049,0.004698477],"genre_scores_gemma":[0.005071047,0.9481488,0.006499033,0.008671147,0.00757796,0.002259092,0.0003017906,0.00001386091,0.02145721],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6170611,"threshold_uncertainty_score":0.9997936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121802335683103,"score_gpt":0.443165917993234,"score_spread":0.3309856844249238,"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."}}