{"id":"W6988075250","doi":"","title":"Where does the flower bloom?: designing for Brampton’s multicultural identity","year":2023,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Representation (politics); Identity (music); Racism; Space (punctuation); Ethnic group; Intervention (counseling); Cultural identity; Public space; Socioeconomic status","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003204521,0.0002078879,0.000196742,0.0001932236,0.001903023,0.0005515994,0.0008914559,0.0002871433,0.0004032641],"category_scores_gemma":[0.000100126,0.000154908,0.0002508417,0.0007169408,0.0001900912,0.002044107,0.0000406098,0.0002360907,0.00006760739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009324024,"about_ca_system_score_gemma":0.0003940219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469193,"about_ca_topic_score_gemma":0.4977817,"domain_scores_codex":[0.9983037,0.0001540839,0.0001771585,0.0004350113,0.0005113509,0.0004186723],"domain_scores_gemma":[0.9990997,0.0001666826,0.0002204235,0.0002038768,0.0001706002,0.0001387521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006667579,0.0005081089,0.005360194,0.0009637393,0.0009678535,0.000282599,0.7021549,0.0001239333,0.006640161,0.1310608,0.1321853,0.01908561],"study_design_scores_gemma":[0.0005785459,0.00004554195,0.002206208,0.0002681492,0.0003260809,5.152095e-7,0.6878133,0.00005681854,0.001273778,0.0007462624,0.3060531,0.000631652],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9384938,0.0003705538,0.001668996,0.005704633,0.01541641,0.003431543,0.0002047429,0.0009979674,0.03371138],"genre_scores_gemma":[0.2771275,0.0003436798,0.0005858065,0.00006853446,0.0007706002,0.000007473898,0.001025194,0.00003219288,0.720039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6863276,"threshold_uncertainty_score":0.9993964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810720887246451,"score_gpt":0.2646177346569626,"score_spread":0.2465105257844981,"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."}}