{"id":"W4410872188","doi":"10.1007/s10113-025-02415-8","title":"Women in the midst: an intersectionality study of Canadian climate change, poverty and health media reporting","year":2025,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Toronto Public Health; Ottawa Hospital; University of Ottawa; University of Regina","funders":"J.W. McConnell Family Foundation","keywords":"Poverty; Climate change; Intersectionality; Nature Conservation; Political science; Media coverage; Development economics; Socioeconomics; Sociology; Economics; Economic growth; Gender studies; Ecology; Media studies","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003137538,0.0006128807,0.001021293,0.004555941,0.01740312,0.006958344,0.002975523,0.002001299,0.004161981],"category_scores_gemma":[0.009088958,0.001218932,0.0009000946,0.01856678,0.0031583,0.002808632,0.005703438,0.003670627,0.0004484665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06136137,"about_ca_system_score_gemma":0.08678681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963269,"about_ca_topic_score_gemma":0.9983749,"domain_scores_codex":[0.9947084,0.0007715508,0.000176541,0.0004180835,0.001388782,0.002536599],"domain_scores_gemma":[0.9932596,0.0009176084,0.001167632,0.0001997891,0.002816377,0.001638927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001493828,0.0003370197,0.7216941,0.00007706967,0.00009743634,0.0003606419,0.2621022,0.0000446845,0.0002644453,0.001277469,0.004337568,0.009257957],"study_design_scores_gemma":[0.000009623253,0.00004561552,0.6547465,0.00009965152,0.000036918,0.00006878686,0.3388567,0.00009209072,0.00005960056,0.00008938575,0.005840972,0.00005410343],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902561,0.0006023056,0.00006819599,0.001952656,0.00003465143,0.00009031581,0.001013491,0.000005915149,0.005976304],"genre_scores_gemma":[0.9928644,0.0009853299,0.0001924659,0.001063238,0.00002591415,0.0001155946,0.0006736757,0.00001866555,0.004060724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06136137,"threshold_uncertainty_score":0.4452099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6546925734112363,"score_gpt":0.4563693643665319,"score_spread":0.1983232090447045,"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."}}