{"id":"W7116900521","doi":"10.17760/d20776371","title":"Exploring service gaps for Hong Kong migrant students with special educational needs in greater Vancouver: challenges and recommendations","year":2025,"lang":"","type":"dissertation","venue":"","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Service (business); Immigration; Inclusion (mineral); Service provider; Ethnic group","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":[0.006719968,0.0006740029,0.001185972,0.002010351,0.0189055,0.01150298,0.004322945,0.003012471,0.008685636],"category_scores_gemma":[0.01418028,0.0005795012,0.0007451752,0.003955522,0.00335504,0.006773991,0.01110282,0.005893851,0.0005853042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01956832,"about_ca_system_score_gemma":0.1421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.681863,"about_ca_topic_score_gemma":0.8709552,"domain_scores_codex":[0.9951293,0.001075848,0.0002047442,0.0002028871,0.0004253732,0.002961747],"domain_scores_gemma":[0.9811217,0.003297055,0.001003248,0.0002544306,0.004407142,0.009916426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000181172,0.0005565598,0.2470844,0.002698954,0.00009510598,0.002654331,0.613512,0.0002021332,0.0003877148,0.003532762,0.03691112,0.09218381],"study_design_scores_gemma":[0.000003380674,0.00002618914,0.01653849,0.0008930701,0.00001495694,0.00005122575,0.9781191,0.0000352277,0.00002573887,0.0003093368,0.003972683,0.00001058699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8720319,0.01090735,0.0003724455,0.0943542,0.0007282927,0.0004830225,0.0009218149,0.00004648778,0.02015449],"genre_scores_gemma":[0.9692671,0.01192764,0.001693487,0.007683039,0.00009445808,0.0006521742,0.0005946036,0.00003258123,0.008055051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.318137,"threshold_uncertainty_score":0.6400212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0828604711697903,"score_gpt":0.3624922698174112,"score_spread":0.2796317986476209,"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."}}