{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003626336,0.000452834,0.0003891209,0.00401498,0.005344087,0.003597708,0.0007113218,0.0007508358,0.001987143],"category_scores_gemma":[0.008550186,0.0004129543,0.0001988236,0.003875761,0.004861019,0.003275717,0.003125046,0.001310399,0.000256331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002636982,"about_ca_system_score_gemma":0.001627114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029019,"about_ca_topic_score_gemma":0.02480534,"domain_scores_codex":[0.9975098,0.001565825,0.0001192493,0.0002237639,0.0003152532,0.0002660919],"domain_scores_gemma":[0.9889678,0.008047922,0.001400119,0.0004495273,0.0008802908,0.0002543084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003375985,0.00006731804,0.01000595,0.0001922217,0.000005121211,0.001122218,0.9792058,0.00001637372,0.001045555,0.001354962,0.0005515509,0.006399305],"study_design_scores_gemma":[0.000003600091,0.00003741787,0.02987147,0.0002573328,0.00001367716,0.0005071945,0.9542252,0.00009877156,0.0009171425,0.0001978817,0.01385514,0.00001530785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924216,0.0002584723,0.0003934224,0.0002503683,0.00002170315,0.00007920728,0.0001443846,0.000003426086,0.006427418],"genre_scores_gemma":[0.9958424,0.0006576647,0.0008143306,0.0001379209,0.00003654426,0.0001344694,0.0002047889,0.00002065808,0.002151204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01029019,"threshold_uncertainty_score":0.02046055,"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."}}