{"id":"W2182144506","doi":"","title":"Media Representations of Female Youth Homelessness in Canada: Culture Meets Structure in the Reproduction of Social Inequality","year":2004,"lang":"en","type":"article","venue":"","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproduction; Inequality; Sociology; Social inequality; Gender studies; Biology; Ecology","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":[0.0003636292,0.00004546038,0.0001261999,0.00003304572,0.00009510044,0.000006004588,0.0001681892,0.00004994193,0.00002585884],"category_scores_gemma":[0.0002513443,0.00002667602,0.00002517034,0.0006096358,0.0001332343,0.00008119532,0.00001340557,0.00008240822,1.143964e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972029,"about_ca_system_score_gemma":0.00127207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927152,"about_ca_topic_score_gemma":0.9978455,"domain_scores_codex":[0.9990456,0.00009542269,0.0002385081,0.0001155252,0.0003811925,0.0001237138],"domain_scores_gemma":[0.9996252,0.00002381238,0.0001123134,0.0001099313,0.0001085712,0.00002015273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008757569,0.00008160669,0.04274219,0.0000178729,0.000006096759,4.263536e-7,0.7440197,0.0008267448,0.00007353988,0.2116519,0.000217752,0.0003534307],"study_design_scores_gemma":[0.0001105209,0.000002546217,0.4901682,0.000004637522,0.00000271831,1.38982e-7,0.503122,2.012716e-7,0.0002071997,0.006138263,0.0002133603,0.00003018264],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880338,0.00004843458,0.000001105213,0.007264339,0.0001876307,0.0001360871,0.00006143453,0.000002540605,0.004264634],"genre_scores_gemma":[0.9996759,0.00001869608,0.00003269602,0.00006927717,0.0001367677,0.00000284345,0.00002514936,0.000001516436,0.0000371906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4474261,"threshold_uncertainty_score":0.2256598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816944101868523,"score_gpt":0.3258039333183619,"score_spread":0.2976344922996767,"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."}}