{"id":"W4415299151","doi":"10.1080/15456870.2025.2574630","title":"Journalism boundary work through the lens of alternative media: A comparative analysis of journalism metadiscourses in French-speaking Belgium and Brazil","year":2025,"lang":"en","type":"article","venue":"Atlantic Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Journalism; Work (physics); Boundary-work; Boundary (topology); Through-the-lens metering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01341509,0.0004480112,0.00083721,0.01285583,0.01061599,0.0167153,0.00111632,0.001896921,0.00330814],"category_scores_gemma":[0.03844255,0.0005129162,0.0003680226,0.0093502,0.01761709,0.009194415,0.007474473,0.001528272,0.0002364043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01532623,"about_ca_system_score_gemma":0.009261684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04025119,"about_ca_topic_score_gemma":0.0652739,"domain_scores_codex":[0.9826015,0.01115429,0.0005807109,0.001043416,0.002986125,0.001633806],"domain_scores_gemma":[0.9537427,0.0344559,0.004198403,0.001386594,0.004020328,0.002196017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000523062,0.00002119382,0.00668024,0.0002741496,0.00001398487,0.0008575754,0.9618154,0.00002725429,0.001165432,0.01684606,0.00035711,0.01188935],"study_design_scores_gemma":[0.000008301876,0.00004038851,0.0240947,0.0005413339,0.0000194586,0.000616724,0.9271166,0.0001330271,0.0004871828,0.002247465,0.04466985,0.00002496381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341751,0.006008474,0.001987932,0.003680979,0.00008566383,0.00009113512,0.0001367089,0.00003276965,0.05380115],"genre_scores_gemma":[0.9977048,0.0006971317,0.0003561341,0.0001441245,0.00003087045,0.0000316782,0.00003637362,0.00002894368,0.0009698849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.989384,"threshold_uncertainty_score":0.1112001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05267477509322313,"score_gpt":0.379078555682669,"score_spread":0.3264037805894459,"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."}}