{"id":"W4365146397","doi":"10.1177/17416590231168337","title":"News media framing of correctional officers: “Corrections is so Negative, we don’t get any Good Recognition”","year":2023,"lang":"en","type":"article","venue":"Crime Media Culture An International Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Framing (construction); Mainstream; Media studies; Narrative; News media; Perception; Sociology; Public relations; Social psychology; Psychology; Political science; Law; History; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006790238,0.0002289909,0.0003032781,0.0007809998,0.001207705,0.0004697925,0.0006644122,0.0002215233,0.00514952],"category_scores_gemma":[0.001744291,0.0002148484,0.0003827031,0.001246286,0.0004001014,0.001169578,0.00006876313,0.0007036967,0.0003840961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003070834,"about_ca_system_score_gemma":0.0007712017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004931483,"about_ca_topic_score_gemma":0.01597998,"domain_scores_codex":[0.9968138,0.0002951275,0.0006344378,0.0003662948,0.001479136,0.0004111924],"domain_scores_gemma":[0.9963351,0.0005851171,0.0004613305,0.0001674274,0.002068977,0.0003820386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002168358,0.0006590373,0.008422674,0.0000219761,0.0009148421,0.0001083845,0.5169244,0.0002624264,0.0008698375,0.001553055,0.08603603,0.3840106],"study_design_scores_gemma":[0.0005934514,0.0001066488,0.00389151,0.0001862899,0.0004763627,0.0001090525,0.8191885,0.0003457783,0.0006171174,0.002929982,0.1711856,0.0003696735],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204112,0.000674779,0.00575347,0.005876428,0.0409683,0.0003512936,0.0005631018,0.0003941582,0.02500729],"genre_scores_gemma":[0.9634517,0.01287676,0.003090912,0.001229542,0.01483721,0.00004941744,0.0004500959,0.00006090915,0.003953496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836409,"threshold_uncertainty_score":0.9957599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04960257318413378,"score_gpt":0.3469076385205381,"score_spread":0.2973050653364043,"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."}}