{"id":"W7020342805","doi":"","title":"Language use, and language policy and planning in Hong Kong","year":2011,"lang":"en","type":"article","venue":"HKBU Institutional Repository (Hong Kong Baptist University)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Polity; Language planning; Government (linguistics); First language; Settlement (finance); China; Language policy; Fishing","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":[0.0001822183,0.0001256944,0.0001332382,0.0004600198,0.0008411268,0.0001049773,0.0001559157,0.0001221162,0.00003335488],"category_scores_gemma":[0.0003715433,0.0001484656,0.0000335756,0.000436226,0.0006517349,0.0006930265,0.00007917295,0.0001873578,0.000006889134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843219,"about_ca_system_score_gemma":0.0006534803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04293391,"about_ca_topic_score_gemma":0.002977186,"domain_scores_codex":[0.9989644,0.0001480553,0.0001418852,0.0002745458,0.0002011796,0.0002699214],"domain_scores_gemma":[0.999386,0.0001234783,0.00007743828,0.000125648,0.00006720806,0.0002203011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007832389,0.0001272853,0.4614299,0.00004200066,0.00003566905,0.001493777,0.1818098,0.00003989846,0.001281706,0.3505649,0.0001001486,0.002996613],"study_design_scores_gemma":[0.0007876969,0.00002768072,0.9012089,0.000192704,0.00002811566,0.00007538501,0.05919007,0.00009413732,0.0004759572,0.00009069981,0.03740985,0.0004188019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8244545,0.0001574749,0.00003939098,0.00007269585,0.0002395418,0.0001068774,0.000008275329,0.0000595977,0.1748616],"genre_scores_gemma":[0.9858705,0.00004651364,0.0005389489,0.0001051527,0.0003644811,7.069924e-7,0.000007057715,0.000007272679,0.01305932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.439779,"threshold_uncertainty_score":0.9634393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777011647304654,"score_gpt":0.3351088926329582,"score_spread":0.2773387761599116,"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."}}