{"id":"W2288438071","doi":"10.14288/1.0069733","title":"Canadian cultural identity, disillusionment, and isolation in contemporary realistic Canadian young adult fiction","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Isolation (microbiology); Aesthetics; Gender studies; Cultural identity; Sociology; Art; History; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.00009845754,0.00003722076,0.0001340916,0.0001425288,0.0004472717,0.0003611394,0.0001424958,0.00007705759,0.0005302735],"category_scores_gemma":[0.00002608257,0.0001103213,0.00004510432,0.00009051001,0.0002043537,0.0009824708,0.00003234708,0.0001665887,0.000006156304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618276,"about_ca_system_score_gemma":0.0001237938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999454,"about_ca_topic_score_gemma":0.9999969,"domain_scores_codex":[0.9993879,0.00002670334,0.0001022601,0.0002014086,0.0001123455,0.0001694352],"domain_scores_gemma":[0.9994428,0.00001118892,0.00006369923,0.0001337406,0.0001549086,0.0001936252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001983514,0.0001127236,0.7911425,0.0001467634,0.0001792906,0.0006510307,0.05635341,0.000007353357,0.0003404898,0.007887735,0.06636794,0.07679095],"study_design_scores_gemma":[0.0003149973,0.00001686356,0.9818746,0.00006349952,0.00002968766,0.00001938705,0.009003061,0.0002995605,4.466043e-8,0.0007299776,0.00749576,0.0001525637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581411,0.00006128509,0.00000834287,0.0002562919,0.0003236896,0.0001174626,0.0005157377,0.00001543567,0.04056063],"genre_scores_gemma":[0.9969037,0.00002714693,0.0000379906,0.00007691999,0.00007281093,3.358536e-7,0.0001657267,0.000006622737,0.002708813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1907321,"threshold_uncertainty_score":0.5806123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009074048763929381,"score_gpt":0.1766627492080725,"score_spread":0.1675887004441431,"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."}}