{"id":"W4293070065","doi":"10.1332/204986021x16521779031727","title":"Back to ‘things themselves’: breaking the cycle of misrepresentation when serving African Canadian youth","year":2022,"lang":"en","type":"article","venue":"Critical and Radical Social Work","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Misrepresentation; Sociology; Bureaucracy; Youth studies; Injustice; Social work; Poverty; Gender studies; Political science; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01014443,0.0009721261,0.0008546892,0.002806171,0.06170595,0.01197208,0.003932879,0.003284086,0.003841655],"category_scores_gemma":[0.01526889,0.0007304456,0.0006170651,0.003445127,0.02932976,0.005319658,0.01181459,0.006715616,0.0004470037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07058121,"about_ca_system_score_gemma":0.1037028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9508322,"about_ca_topic_score_gemma":0.9757882,"domain_scores_codex":[0.9881974,0.004020836,0.0002108417,0.0005258383,0.002201518,0.004843568],"domain_scores_gemma":[0.9926306,0.001606175,0.0008578809,0.0003032103,0.002396564,0.002205621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000120099,0.00001491569,0.00412913,0.00003285029,0.000003053776,0.0004223141,0.9869081,0.00001189044,0.0001769455,0.001731401,0.001718501,0.004838922],"study_design_scores_gemma":[0.000001119168,0.000008026247,0.001784979,0.0000905476,0.000005421774,0.0001334535,0.9884368,0.00002299162,0.00009394508,0.0002074247,0.00920052,0.00001477248],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534908,0.002223549,0.0009913698,0.01947128,0.0003535411,0.0001190866,0.0000915818,0.00004867943,0.02321017],"genre_scores_gemma":[0.9907132,0.001079662,0.0005599785,0.0023746,0.00003114505,0.00003528987,0.00002778591,0.00004384288,0.00513436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07058121,"threshold_uncertainty_score":0.5121049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979859358227262,"score_gpt":0.3749007687137916,"score_spread":0.325102175131519,"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."}}