{"id":"W26073313","doi":"10.5206/cie-eci.v41i1.9196","title":"Finding Hope in the Darkness: Stories of Two Chinese Newcomers Enrolled in a Canadian High School","year":2012,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba","funders":"","keywords":"Narrative; Face (sociological concept); Value (mathematics); Psychology; Pedagogy; Narrative inquiry; Sociology; Literature; Social science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003310809,0.00008921192,0.0001360049,0.0003176743,0.00004884245,0.00002848659,0.0001583961,0.00003211638,0.0005027616],"category_scores_gemma":[0.00007014047,0.00006946379,0.00001966796,0.0002346795,0.00004538947,0.0002866986,0.00001273426,0.0001372704,0.00002606191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382321,"about_ca_system_score_gemma":0.0002006975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1410181,"about_ca_topic_score_gemma":0.0706418,"domain_scores_codex":[0.9992901,0.0001268179,0.0002050715,0.0001178236,0.0000885855,0.0001715954],"domain_scores_gemma":[0.9995357,0.0001254856,0.00008203676,0.00009933296,0.00008046559,0.00007694477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004684703,0.0002059327,0.8814683,0.000003803061,0.00002820461,4.28207e-7,0.07825441,0.00004601876,0.00004585013,0.03582933,0.002831423,0.001239481],"study_design_scores_gemma":[0.0006079972,0.0000214191,0.9776889,0.0000287661,0.000004818869,0.00000474143,0.01537672,0.0001022279,0.00001651324,0.001249413,0.004814147,0.00008430857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430956,0.0006715082,0.00001747058,0.0007712558,0.00165059,0.0001757654,0.000005686939,0.000002622246,0.05360946],"genre_scores_gemma":[0.9977922,0.00001818568,0.00009085417,0.000329482,0.0002677747,0.00006605963,0.0000559358,0.000004573601,0.001374897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09622066,"threshold_uncertainty_score":0.9463165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320273268187912,"score_gpt":0.4199723339404957,"score_spread":0.3667696012586166,"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."}}