{"id":"W7017759525","doi":"","title":"Canadian media's interest in homelessness: A Longitudinal Content Analysis of Homelessness Coverage in Six Major Canadian Newspapers from 1987 to 2007","year":2011,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Content analysis; Work (physics); Government (linguistics)","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":[0.001936959,0.0004632437,0.0003954641,0.01164254,0.004569685,0.003637645,0.001975584,0.0008862824,0.003666714],"category_scores_gemma":[0.0110575,0.0005222592,0.0005338429,0.02383431,0.001337446,0.001505627,0.002429751,0.001430076,0.0005592707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03679217,"about_ca_system_score_gemma":0.04360738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928353,"about_ca_topic_score_gemma":0.9953484,"domain_scores_codex":[0.9980077,0.0001429312,0.0001398633,0.0001572599,0.001025376,0.0005267576],"domain_scores_gemma":[0.9830478,0.001406071,0.004288899,0.0002824372,0.009281466,0.001693392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175051,0.0001064406,0.9421692,0.0001678764,0.00006907526,0.0001828026,0.03894121,0.00006732287,0.0002893192,0.0003199334,0.00609597,0.01147351],"study_design_scores_gemma":[0.000002015151,0.00001185517,0.9817743,0.00005601667,0.00001733976,0.00003119237,0.01411294,0.00005790076,0.00006960765,0.00001082467,0.003840069,0.00001578589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707435,0.001166489,0.00007830969,0.001382006,0.00004105649,0.0001213498,0.01866338,0.00002121183,0.007782644],"genre_scores_gemma":[0.9865626,0.001260469,0.0002162863,0.0003540703,0.00002951043,0.0001182749,0.00758367,0.00002456223,0.00385062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03679217,"threshold_uncertainty_score":0.2669472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227334953984314,"score_gpt":0.3361721648290021,"score_spread":0.2134386694305707,"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."}}