{"id":"W2804845912","doi":"","title":"Portrayals of LGBTQ Older Adults in Canadian Newspapers and Popular Magazines","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Gender studies; Psychology; History; Sociology; Media studies","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":[0.0008225858,0.0004669411,0.0002325294,0.005850139,0.006457546,0.004406545,0.0004852,0.001078424,0.01041215],"category_scores_gemma":[0.003545739,0.0002128378,0.0001889662,0.008822394,0.001440215,0.001123978,0.001222178,0.001011357,0.0007293966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229867,"about_ca_system_score_gemma":0.008251127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9134703,"about_ca_topic_score_gemma":0.9649894,"domain_scores_codex":[0.9990207,0.0001127922,0.00003091547,0.00004611648,0.0004933658,0.0002960282],"domain_scores_gemma":[0.995133,0.001008928,0.001102122,0.00006366772,0.001604861,0.001087571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009251273,0.0001479895,0.1633872,0.001457873,0.0000991554,0.002892679,0.5266858,0.0002090303,0.003811219,0.007881616,0.2135187,0.07898365],"study_design_scores_gemma":[0.00002480454,0.00006302745,0.4014672,0.0007363054,0.00009046253,0.0006219341,0.3885439,0.0001968401,0.0005284562,0.0002689309,0.2073428,0.0001152289],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8320493,0.005713768,0.00008507269,0.01237973,0.0003962249,0.00005773503,0.007086664,0.00005720183,0.1421744],"genre_scores_gemma":[0.9706769,0.0055567,0.000102012,0.001985065,0.0002850736,0.0000215434,0.0009100424,0.00003224827,0.02043041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08652967,"threshold_uncertainty_score":0.1740785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153180179518575,"score_gpt":0.2831448544551465,"score_spread":0.2616130526599608,"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."}}