{"id":"W4229497548","doi":"10.1002/9781405186407.wbiecm098","title":"Music Videos","year":2008,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Shot (pellet); Digital video; Computer science; CLIPS; Multimedia; Video recording; Popular music; Digital audio; Visual arts; Art; Artificial intelligence; Speech recognition; Audio signal; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008945529,0.0001222483,0.0001393172,0.00008178712,0.0001483191,0.00001880184,0.001162118,0.00007090989,0.05399999],"category_scores_gemma":[0.00002943929,0.00008551496,0.00008513796,0.00001760522,0.0003736167,0.00005728113,0.0001068224,0.0002055328,0.0003169266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002892355,"about_ca_system_score_gemma":0.00004149918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008913366,"about_ca_topic_score_gemma":0.006454063,"domain_scores_codex":[0.9993024,0.00006000693,0.0002134771,0.00009398576,0.0002664719,0.00006363771],"domain_scores_gemma":[0.9988548,0.00006585396,0.0003456667,0.0006268283,0.0000912398,0.00001564571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004336505,0.00003176585,0.000001827931,0.00000680736,0.00005273563,3.4791e-7,0.01024137,9.897062e-7,0.000001547645,0.1289662,0.8591582,0.001533834],"study_design_scores_gemma":[0.0000875531,0.000005797399,0.000008533786,0.00009782656,0.00002107164,0.000002574138,0.0003794701,0.000007741428,0.000001522589,0.0008530581,0.9984405,0.00009433457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004238172,0.001898949,0.00000609052,0.0005488659,0.001022386,0.0001499413,0.00006751438,0.00006940001,0.9961945],"genre_scores_gemma":[0.003067537,0.003437519,0.00007448292,0.000374299,0.001098197,0.00003320074,0.0002180606,0.00008466027,0.991612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1392823,"threshold_uncertainty_score":0.9468648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846209148040784,"score_gpt":0.2250616289108336,"score_spread":0.1965995374304258,"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."}}