{"id":"W4323660809","doi":"10.33137/ic.v18i.40230","title":"Creative Writing and Social Commentary: Remains of the Immigrant Experience — Ethnocultural Representations, Metaphors and the Ludically Critical","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Immigration; Sociology; Aesthetics; Psychology; History; Art; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01094654,0.001414266,0.0009245838,0.005905462,0.06855648,0.03004591,0.003485577,0.005162235,0.007676248],"category_scores_gemma":[0.0165884,0.0003742866,0.0005743576,0.009110313,0.0898414,0.005970978,0.01403666,0.009364109,0.0005567515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05909094,"about_ca_system_score_gemma":0.05462473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5536855,"about_ca_topic_score_gemma":0.6558039,"domain_scores_codex":[0.9907506,0.004292379,0.0001640079,0.0006636798,0.001723075,0.002406277],"domain_scores_gemma":[0.9877963,0.007392743,0.0007062733,0.0006019214,0.001596727,0.001906057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001433856,0.000008781327,0.000272182,0.00005877324,0.000003700616,0.00029977,0.9234011,0.000017428,0.00009459679,0.06343108,0.009657034,0.002741118],"study_design_scores_gemma":[0.000007349177,0.000007864946,0.0008486309,0.0001869875,0.00000752541,0.0002216693,0.7999449,0.00003104553,0.000106346,0.003709457,0.1949085,0.00001966545],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2420407,0.01441168,0.0014212,0.1266282,0.003971892,0.0001003608,0.0002341026,0.0001484757,0.6110435],"genre_scores_gemma":[0.9390998,0.003320736,0.000446811,0.008340693,0.001116374,0.00006323966,0.00006780757,0.0001732316,0.04737133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5536855,"threshold_uncertainty_score":0.8978858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0461064027883098,"score_gpt":0.322471152585831,"score_spread":0.2763647497975212,"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."}}