{"id":"W2285682727","doi":"","title":"The Implementation of Media Education in Hong Kong’s Secondary Curriculum: Reasons, Means, and Impact","year":2015,"lang":"en","type":"article","venue":"The HKU Scholars Hub (University of Hong Kong)","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Mass media; Empowerment; Pedagogy; Sociology; Media literacy; Political 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":[0.0008740484,0.0001085311,0.0001535536,0.0001419985,0.0003739806,0.0001042049,0.0002762916,0.00003845214,0.0002505999],"category_scores_gemma":[0.00006987962,0.00008066709,0.00005996966,0.0001026193,0.0002984,0.001126086,0.00006275743,0.000216671,0.00001103272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009499951,"about_ca_system_score_gemma":0.0005580906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007690808,"about_ca_topic_score_gemma":0.01081273,"domain_scores_codex":[0.9990808,0.0001883659,0.000171512,0.0001425098,0.0002429186,0.0001739063],"domain_scores_gemma":[0.9990655,0.00012528,0.0002238381,0.0002394682,0.0002539578,0.00009197099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006815152,0.0001593255,0.1435151,0.00005041677,0.00006923381,0.000001557001,0.7697122,0.000002996527,0.00003929141,0.006504943,0.02752506,0.05235167],"study_design_scores_gemma":[0.0005672505,0.00006429967,0.2643248,0.00005716451,0.00005681002,0.000003133877,0.7271464,0.00002519604,0.00003773317,0.00209443,0.005517593,0.0001051844],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954434,0.00116233,0.000003023847,0.001123792,0.0006628127,0.0002148453,0.00004384393,0.00001369468,0.001332255],"genre_scores_gemma":[0.9987851,0.0002415511,0.00007755999,0.00004068851,0.0001682696,7.845389e-7,0.00007528735,0.000008150891,0.0006026536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1208096,"threshold_uncertainty_score":0.998917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655418383455545,"score_gpt":0.2581293832943126,"score_spread":0.2415751994597571,"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."}}