{"id":"W6903300362","doi":"10.7939/r3j679370","title":"Homelessness Coverage, Social Reality, and Media ownership: Comparing a National Newspaper with two Regional Newspapers in Canada","year":2012,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Social media; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001196494,0.0001248583,0.000407187,0.00008797888,0.0003855586,0.000006015488,0.0001698496,0.0000969286,0.0004220716],"category_scores_gemma":[0.00001701224,0.0001225466,0.00002785943,0.0002291365,0.0001291062,0.0007497605,0.0001502794,0.0002911305,0.000004369462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214759,"about_ca_system_score_gemma":0.001610491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9232187,"about_ca_topic_score_gemma":0.9935253,"domain_scores_codex":[0.9987315,0.0002501771,0.0001715306,0.0001636903,0.0003182076,0.0003649009],"domain_scores_gemma":[0.9988832,0.0006742508,0.0001489663,0.00007441911,0.00004628655,0.0001728511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001640887,0.00003646007,0.8829401,0.0000741561,0.00002938852,0.000005622617,0.09774567,0.00001283897,0.00000199042,0.01767897,0.001061654,0.000249063],"study_design_scores_gemma":[0.001530014,0.000006876965,0.8092749,0.0000916892,0.00001448893,2.501799e-7,0.177639,0.00003262603,0.000001897286,0.0002356678,0.01100507,0.000167555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562226,0.00007500136,0.000003508959,0.001819672,0.0000878607,0.0001437332,0.00001208191,0.00001340125,0.04162212],"genre_scores_gemma":[0.9985337,0.00006698503,0.00007302773,0.0002291559,0.0001754195,7.827976e-7,0.00009161779,0.00001471378,0.0008146577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07989328,"threshold_uncertainty_score":0.4997305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615009337618318,"score_gpt":0.2876910107291142,"score_spread":0.241540917352931,"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."}}