{"id":"W4244513495","doi":"10.32920/ryerson.14648847","title":"Ethnic communities, identity and belonging: an autoethnography","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Representations and Identity","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Multiculturalism; Identity (music); Autoethnography; Ethnic group; Sociology; Gender studies; Portuguese; Ethnography; Cultural identity; Argument (complex analysis); Cultural group selection; Anthropology; Social science; Aesthetics; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004484166,0.0002171101,0.000339501,0.0002404128,0.0002894528,0.0004484812,0.0004476514,0.0004599291,0.004364896],"category_scores_gemma":[0.00002863378,0.0002485969,0.0001827038,0.0003189752,0.0002576976,0.0003664104,0.001077721,0.0009431793,0.00002857751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000327122,"about_ca_system_score_gemma":0.00007442227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07647707,"about_ca_topic_score_gemma":0.03722787,"domain_scores_codex":[0.9982382,0.0005493865,0.0003069974,0.000403078,0.0002370922,0.0002652255],"domain_scores_gemma":[0.9983419,0.0001176372,0.0001346762,0.001107105,0.0001622315,0.0001364069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004571664,0.001937277,0.5001746,0.0003888467,0.002290461,0.0001581724,0.1972294,0.00004629166,0.0001142256,0.2268395,0.01094566,0.05982981],"study_design_scores_gemma":[0.0002907972,0.00003011884,0.8853884,0.00003985891,0.0001194916,0.00000957259,0.09524743,0.0000948365,0.000008004023,0.01798635,0.0004241015,0.0003610598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475327,0.003780535,0.002635344,0.0001823617,0.001997399,0.0002662713,0.00002902509,0.0002079132,0.04336843],"genre_scores_gemma":[0.9948738,0.0006463826,0.001171123,0.0002792292,0.0001718927,0.00009788175,0.0003810973,0.00003183749,0.002346806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3852137,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467942193446076,"score_gpt":0.445895505618797,"score_spread":0.2991012862741895,"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."}}