{"id":"W7042056128","doi":"","title":"Sound proof 2","year":2009,"lang":"en","type":"other","venue":"University of the Arts London Research Online (University of the Arts London)","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Exhibition; Window (computing); Scheme (mathematics); Noise (video)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001104456,0.0002942757,0.0005144895,0.0004983342,0.001885355,0.00004324926,0.003589351,0.0004273247,0.002358355],"category_scores_gemma":[0.0003460607,0.0002617207,0.000557653,0.000710368,0.005256397,0.000306655,0.001199252,0.0008470015,0.00009258949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009856879,"about_ca_system_score_gemma":0.001406511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05840563,"about_ca_topic_score_gemma":0.272888,"domain_scores_codex":[0.9953769,0.001185805,0.0001914094,0.0005452012,0.001903607,0.0007970489],"domain_scores_gemma":[0.9968113,0.0002352502,0.0005841801,0.00132138,0.0007664795,0.0002814271],"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":[0.0001403602,0.0005154484,0.001525439,0.000118368,0.0002502091,0.00002718028,0.02381539,0.00007769877,0.000132786,0.01318225,0.9591046,0.001110267],"study_design_scores_gemma":[0.0008591928,0.00006460028,0.005571544,0.0002787994,0.0001185935,0.000002235773,0.02756353,0.00006695456,0.00005792636,0.0006830047,0.9644536,0.0002799768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1847231,0.0009941412,0.0002166564,0.1247614,0.001232955,0.005019384,0.001172759,0.000351364,0.6815282],"genre_scores_gemma":[0.02647698,0.0006213528,0.0006584038,0.0003075719,0.000239424,6.155686e-8,0.00004362737,0.00006622768,0.9715863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2900582,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351041735265891,"score_gpt":0.3773264942318122,"score_spread":0.2422223207052231,"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."}}