{"id":"W7161998936","doi":"10.82308/10015","title":"Chasing Canadian dreams through learning French: A narrative study on new Chinese immigrants’ transnational and learning experiences in Montreal","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Narrative; Chinese americans; Lived experience; Study abroad; Narrative inquiry; Qualitative research","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":[0.002554863,0.00125127,0.0007716248,0.001892824,0.03007116,0.005738003,0.002566609,0.001812831,0.004492417],"category_scores_gemma":[0.0035446,0.0005203265,0.0006020453,0.002810481,0.01281524,0.002871227,0.005189777,0.003299194,0.0003179438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05739251,"about_ca_system_score_gemma":0.0431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9582793,"about_ca_topic_score_gemma":0.9863091,"domain_scores_codex":[0.9978153,0.0007924075,0.00004821066,0.0002320689,0.0002808475,0.0008311934],"domain_scores_gemma":[0.9973192,0.0007419836,0.0002025364,0.0000661119,0.0005762455,0.001093864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003465746,0.00002943002,0.004686028,0.00004910562,0.000008357142,0.001264878,0.9881945,0.00006924176,0.0005431428,0.001121127,0.001657292,0.002342222],"study_design_scores_gemma":[0.000002369996,0.00002200909,0.004151308,0.0000422971,0.000006627886,0.0000989139,0.983668,0.00005561493,0.0001035417,0.00004559476,0.01177326,0.00003038842],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846129,0.0008796009,0.0003163505,0.002731781,0.00006648969,0.00009690556,0.0002419544,0.00001975843,0.01103417],"genre_scores_gemma":[0.9911652,0.0007294939,0.0002879739,0.0005484372,0.0000168668,0.00006560172,0.0001242607,0.00002121944,0.007040935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05739251,"threshold_uncertainty_score":0.4164137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121322134494442,"score_gpt":0.3218493828964591,"score_spread":0.3006361615515147,"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."}}