{"id":"W6968605925","doi":"10.5281/zenodo.6399075","title":"Brand Jane - Finch: A Critical Discourse Analysis of Print Media Discourse on a Toronto Low Income Community","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Critical discourse analysis; Newspaper; Mainstream; Discourse analysis; News media; Immigration; Reputation; Optimal distinctiveness theory; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009829021,0.0002032195,0.0004137892,0.0003317414,0.002502206,0.0006266237,0.001044834,0.00005121567,0.06454814],"category_scores_gemma":[0.001713563,0.0001739243,0.0002071784,0.0002805814,0.001657508,0.000380116,0.000948559,0.00055039,0.0006377252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000735521,"about_ca_system_score_gemma":0.000004909849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009282102,"about_ca_topic_score_gemma":0.002363787,"domain_scores_codex":[0.9979163,0.0004924976,0.0003861319,0.0003053585,0.000550209,0.000349438],"domain_scores_gemma":[0.9979658,0.0002191205,0.0001409229,0.0009048116,0.0006021089,0.0001672587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002789697,0.002786318,0.00006163628,0.0002034984,0.002994077,0.00003891694,0.2643047,0.0001096817,0.001983839,0.6548702,0.0183526,0.05401558],"study_design_scores_gemma":[0.002479272,0.001496997,0.01519534,0.0003468436,0.004660848,0.00002815414,0.28092,0.002126844,0.0009003913,0.002342938,0.6877974,0.001705063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6518291,0.00006783159,0.0002082722,0.0008438728,0.0002553938,0.0002414556,0.0009752134,0.0002771492,0.3453017],"genre_scores_gemma":[0.9977684,0.00002816242,0.00005094422,0.00007660878,0.0002721932,1.240936e-7,0.0008135346,0.0003767668,0.0006132707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6694447,"threshold_uncertainty_score":0.9987964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833215953794326,"score_gpt":0.3065830484847881,"score_spread":0.2682508889468448,"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."}}