{"id":"W2068935913","doi":"10.1145/1385569.1385652","title":"Music selection using the PartyVote democratic jukebox","year":2008,"lang":"en","type":"article","venue":"","topic":"Music and Audio Processing","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Voting; Computer science; Selection (genetic algorithm); Democracy; Visualization; Similarity (geometry); Affect (linguistics); World Wide Web; Internet privacy; Psychology; Political science; Artificial intelligence; Communication","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":[],"consensus_categories":[],"category_scores_codex":[0.0001297812,0.00007424342,0.00006969565,0.00003106263,0.0006251363,0.00008296283,0.0003122878,0.00002498474,0.00004551847],"category_scores_gemma":[0.00001333082,0.0000455962,0.00003132412,0.000414769,0.00004587392,0.0003868592,0.00007670895,0.00008570324,0.00002724948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002116376,"about_ca_system_score_gemma":0.0001007937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003068258,"about_ca_topic_score_gemma":0.00001130358,"domain_scores_codex":[0.9993178,0.0000365025,0.0001160248,0.000182632,0.0001625318,0.0001845183],"domain_scores_gemma":[0.9996487,0.0000322882,0.00004990984,0.0001933573,0.00004136808,0.00003434518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001839216,0.0003951251,0.0173839,0.0001460043,0.0001595779,0.0001666832,0.02396257,0.01624543,0.1044504,0.09578717,0.2942738,0.4470109],"study_design_scores_gemma":[0.0001789607,0.00002605805,0.001723474,0.00001858859,0.000008301568,0.0004646087,0.00003426356,0.9726434,0.01366024,0.005759555,0.005267563,0.0002149436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1308697,0.00004488787,0.862035,0.0008222475,0.0001708015,0.00005409219,2.824477e-8,0.0001263797,0.005876821],"genre_scores_gemma":[0.9385557,0.000003524179,0.05647275,0.003104383,0.0001305201,0.000002592368,1.101106e-7,0.000004529839,0.001725936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.956398,"threshold_uncertainty_score":0.4808106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06594520568569205,"score_gpt":0.2499429890228751,"score_spread":0.1839977833371831,"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."}}