{"id":"W7014805820","doi":"","title":"The Private Video Sharing and Annotation Server: A Broadband Application for Teacher Training and Music Education","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Annotation; Training (meteorology); Broadband; Key (lock); Video recording","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000301921,0.0000565638,0.00004729633,0.00002749617,0.0002011095,0.0003551362,0.0001383266,0.0000171767,0.000001085708],"category_scores_gemma":[0.00003569193,0.00004170599,0.0000116179,0.00008930176,0.00002424079,0.0005136401,0.00004225447,0.00003060612,0.000001008939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001042676,"about_ca_system_score_gemma":0.00001842059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001937127,"about_ca_topic_score_gemma":0.00001336522,"domain_scores_codex":[0.999508,0.00001340897,0.00008946489,0.0002086943,0.00007361629,0.0001068391],"domain_scores_gemma":[0.9996929,0.00003792244,0.00004761396,0.0001644603,0.00002632526,0.00003074502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001656628,0.00001442877,0.0004099737,0.00001191885,0.000003882014,3.349686e-8,0.001132524,7.443329e-7,0.0002446489,0.686044,0.0001882969,0.3119479],"study_design_scores_gemma":[0.0002810688,0.00003591763,0.005489553,0.00001380135,0.000007929413,0.000002227568,0.0001344825,0.03923547,0.0002662963,0.834545,0.1198655,0.0001228547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7991062,0.0001565613,0.1664354,0.001180225,0.0001391916,0.0007348545,4.899945e-7,0.00007670268,0.03217032],"genre_scores_gemma":[0.9945095,0.00001369342,0.004434204,0.0001013846,0.00002384126,0.00008226936,0.000002772049,0.00000388585,0.0008284581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311825,"threshold_uncertainty_score":0.3424586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254905246393683,"score_gpt":0.2445743596220999,"score_spread":0.2220253071581631,"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."}}