{"id":"W4402188118","doi":"10.32920/26871454.v1","title":"Racialized Creatives' Experiences & Trajectories in Brampton, Ontario","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation; York University; University of Waterloo","funders":"","keywords":"Geography; Economic geography","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":[0.001134902,0.0002322349,0.0003524389,0.001252439,0.01443769,0.004529915,0.001113974,0.000640856,0.005635],"category_scores_gemma":[0.002111311,0.0003287729,0.0002147698,0.00174557,0.005590073,0.0008011635,0.004053782,0.0009250921,0.0002864038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02878726,"about_ca_system_score_gemma":0.02222597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9420327,"about_ca_topic_score_gemma":0.9874294,"domain_scores_codex":[0.9988937,0.0001735864,0.00003017595,0.00009821717,0.0003143639,0.0004900832],"domain_scores_gemma":[0.9984805,0.0002717279,0.0002277437,0.00006219295,0.0002726375,0.0006852315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005518043,0.0000292528,0.02503482,0.00004407351,0.000004538354,0.0007380677,0.962588,0.00004905093,0.0009576329,0.001390665,0.001074533,0.008034068],"study_design_scores_gemma":[0.000004419434,0.00002934085,0.1013251,0.00005989827,0.000004062352,0.0001211813,0.8813038,0.0000671239,0.0001447452,0.0001660908,0.01675769,0.00001653448],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877588,0.0001857008,0.00005314231,0.0004514655,0.000007793924,0.00001775401,0.00009098218,0.000005064739,0.0114293],"genre_scores_gemma":[0.9893904,0.0002708274,0.000110853,0.00008151148,0.000002218058,0.00001900858,0.00007127214,0.000007540747,0.01004637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05796731,"threshold_uncertainty_score":0.2088671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08314409130905255,"score_gpt":0.3528671697890708,"score_spread":0.2697230784800183,"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."}}