{"id":"W4392952900","doi":"10.36575/2353-2912/1(11)2023-12","title":"Conflicting Identities in Canadian Immigrant Prose","year":2023,"lang":"en","type":"article","venue":"Forum Filologiczne Ateneum","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Sociology; History; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732176,0.0006503914,0.0003988869,0.00245815,0.0494144,0.009065278,0.0009690259,0.00177325,0.005992244],"category_scores_gemma":[0.002679845,0.0002978673,0.0002020818,0.002507297,0.01492257,0.002245674,0.005658444,0.002910274,0.0004357527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05748839,"about_ca_system_score_gemma":0.03510483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9408247,"about_ca_topic_score_gemma":0.9725203,"domain_scores_codex":[0.9982304,0.0003958539,0.00002945544,0.0001887015,0.0004746959,0.0006808959],"domain_scores_gemma":[0.9988728,0.0002567881,0.00008292751,0.00005030057,0.0003792781,0.0003579643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005819368,0.00001276408,0.002776606,0.00003906648,0.000006526149,0.001489636,0.8648437,0.00006181984,0.0005263539,0.1099218,0.009356644,0.01090691],"study_design_scores_gemma":[0.000007526667,0.00001737631,0.006477892,0.0001181177,0.00001259676,0.0008907488,0.7271943,0.0001282312,0.0003182269,0.002888349,0.2618839,0.00006279097],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6751634,0.002970768,0.0005723477,0.01030043,0.0003209045,0.00002786228,0.0001414246,0.00004771038,0.3104552],"genre_scores_gemma":[0.9812499,0.0006947956,0.0002129437,0.0004689996,0.00001673878,0.000007431508,0.0000288546,0.00002478216,0.01729553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05917525,"threshold_uncertainty_score":0.4171095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866032922852343,"score_gpt":0.2812089745740553,"score_spread":0.2625486453455319,"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."}}