{"id":"W6911823586","doi":"10.5281/zenodo.15762026","title":"An exploratory media framing of the extradition of a serial rapist: a corpus assessed study in the Malaysian English newspapers","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Newspaper; News media; Perception; Thematic analysis; Content analysis; Public discourse; Exploratory research; Print media","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002108796,0.00007618912,0.0001503143,0.0001213607,0.001414443,0.0002555547,0.001091314,0.00005774915,0.0005556605],"category_scores_gemma":[0.001684306,0.00006196417,0.000052131,0.001031603,0.0003608281,0.0002612867,0.0001353289,0.0002056321,0.00001441021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009547891,"about_ca_system_score_gemma":0.0000369142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003211039,"about_ca_topic_score_gemma":0.0002614689,"domain_scores_codex":[0.996775,0.002104373,0.0002539605,0.0001928227,0.000476923,0.0001969351],"domain_scores_gemma":[0.9989387,0.0001138965,0.0001330621,0.0003206783,0.0004461361,0.00004746998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002172035,0.001210157,0.001308233,0.00007100374,0.00006856578,0.000007796181,0.893606,0.00005368128,0.007004836,0.05316598,0.005956945,0.0373296],"study_design_scores_gemma":[0.0024135,0.0003994149,0.05629261,0.0001081232,0.00006940174,8.886901e-7,0.6963187,0.0001433001,0.0003005895,0.001446997,0.2422759,0.0002306005],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262185,0.00005694521,0.0001507235,0.0004715464,0.0003971295,0.001049402,0.00005103278,0.0001224521,0.07148231],"genre_scores_gemma":[0.9995045,0.00002924611,0.00001082837,0.00007558679,0.0001907825,2.07718e-7,0.00003577919,0.0001017026,0.00005133287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.236319,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375766055535906,"score_gpt":0.2928242473767849,"score_spread":0.2552476418231943,"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."}}