{"id":"W2275834556","doi":"","title":"Visual Marginalization: Images of Vancouver's Safe Injection Site and Drug Users in Popular Canadian Newspapers","year":2010,"lang":"en","type":"article","venue":"","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Advertising; History; Media studies; Internet privacy; Sociology; Computer science; Business","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":[0.0004966897,0.0000725009,0.0001379289,0.0001342397,0.0003393366,0.00004796939,0.00007381328,0.0000942897,0.000335177],"category_scores_gemma":[0.0001625281,0.00007643494,0.0000321162,0.0003011771,0.0001867917,0.0002662598,0.000008448488,0.0001393723,0.000004537972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008946908,"about_ca_system_score_gemma":0.0003131495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8480709,"about_ca_topic_score_gemma":0.9977714,"domain_scores_codex":[0.9991818,0.0001134477,0.0001490618,0.0001466415,0.0001788938,0.000230171],"domain_scores_gemma":[0.9995956,0.00004168027,0.00004982291,0.00006383035,0.00008156757,0.0001675277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002740285,0.00003738523,0.9035734,0.00001569822,0.00001611236,0.000008513155,0.04994952,0.0000157131,0.001371623,0.02572652,0.009887306,0.00937082],"study_design_scores_gemma":[0.002272435,0.0001175442,0.3186213,0.00004980141,0.0000707602,0.000001595209,0.1714587,0.0004551027,0.0003504173,0.004028666,0.5016816,0.0008921321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171852,0.00007229981,0.00003995653,0.0009851004,0.0008234354,0.000244387,0.000005227606,0.00002664046,0.08061778],"genre_scores_gemma":[0.9951032,0.00005926049,0.0001088268,0.000246666,0.000158379,0.000004029169,0.000003530697,0.000006284529,0.004309835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5849521,"threshold_uncertainty_score":0.3669953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00551533280161612,"score_gpt":0.2699696191460599,"score_spread":0.2644542863444438,"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."}}