{"id":"W4409863791","doi":"10.59573/emsj.9(1).2025.7","title":"Exploring the Foundations of Media Framing Theory","year":2025,"lang":"en","type":"article","venue":"European Modern Studies Journal","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College","funders":"","keywords":"Framing (construction); Media theory; Epistemology; Sociology; Media studies; Political science; Philosophy; History; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003191551,0.0000630981,0.0001244454,0.00005656032,0.002372454,0.00005099746,0.0004533001,0.000006820847,0.00001239662],"category_scores_gemma":[0.001942072,0.00004181559,0.00006838078,0.0002044156,0.0004580149,0.0001545394,0.0002580199,0.0002320987,0.000008646305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005403239,"about_ca_system_score_gemma":0.00005894485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001246643,"about_ca_topic_score_gemma":0.0001683285,"domain_scores_codex":[0.9981672,0.001102593,0.0002588473,0.00007171113,0.0002402735,0.0001593691],"domain_scores_gemma":[0.998202,0.001172083,0.000140955,0.0001992053,0.0002563494,0.00002941649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001335491,0.0000308889,0.0006290735,0.00001061511,0.0003540837,0.000003066245,0.4128396,0.00004782998,0.00004136592,0.1882152,0.002390336,0.3954246],"study_design_scores_gemma":[0.000415824,0.00002715986,0.02250888,0.0003558403,0.0001715364,0.00000257072,0.5820259,0.00005891304,0.0000293678,0.1115509,0.2826769,0.000176241],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2617653,0.04216788,0.02387397,0.024153,0.004643714,0.0002880042,0.000002532647,0.00008152822,0.6430241],"genre_scores_gemma":[0.9669942,0.03141563,0.0002794644,0.000186275,0.0003735536,0.000006035206,2.42789e-7,0.000006194399,0.000738434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7052289,"threshold_uncertainty_score":0.9989263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2481453222325029,"score_gpt":0.3809916456485001,"score_spread":0.1328463234159973,"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."}}