{"id":"W6981169480","doi":"","title":"Discursive discrimination and panhandling in Winnipeg newspapers","year":2008,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Plant-derived Lignans Synthesis and Bioactivity","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Meaning (existential); Reading (process); Identity (music); Qualitative analysis; Discourse analysis; Qualitative research","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":[0.001088754,0.0002751482,0.0002764999,0.001633984,0.007838625,0.005024651,0.000513668,0.0005521412,0.004152322],"category_scores_gemma":[0.003330123,0.0002758437,0.00008267057,0.002418849,0.007356296,0.001894646,0.003045445,0.0007712535,0.0001583284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004999086,"about_ca_system_score_gemma":0.002387385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1005101,"about_ca_topic_score_gemma":0.206801,"domain_scores_codex":[0.9988171,0.0005329119,0.00003623227,0.0001268641,0.0002787793,0.0002082857],"domain_scores_gemma":[0.9977522,0.001133065,0.0005572343,0.0001039598,0.0002158026,0.0002377383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004292421,0.0000170338,0.008155012,0.000101903,0.000005733448,0.0009194849,0.976179,0.00001315226,0.001901513,0.003604229,0.0006326565,0.008427443],"study_design_scores_gemma":[0.000004254681,0.00001310399,0.01870854,0.00008780258,0.000007634966,0.0002761044,0.9504614,0.00003119851,0.0006947164,0.0004810983,0.0292245,0.000009642183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799768,0.000442639,0.0001778837,0.0007832571,0.00002171279,0.00001780624,0.00003742779,0.000004522451,0.01853793],"genre_scores_gemma":[0.9941564,0.0004187305,0.0001681957,0.0001251586,0.000005375244,0.00001030654,0.00002270313,0.000009832998,0.005083377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8994899,"threshold_uncertainty_score":0.1998501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029459390436902,"score_gpt":0.199050540200518,"score_spread":0.188755946296149,"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."}}