{"id":"W4251427753","doi":"10.1075/sibil.57.02bia","title":"The signal and the noise","year":2019,"lang":"en","type":"book-chapter","venue":"Studies in bilingualism","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Noise (video); SIGNAL (programming language); Computer science; Acoustics; Physics; Artificial intelligence","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007547187,0.0002381087,0.0003206321,0.00006402562,0.0005272247,0.00007155378,0.0004071399,0.0000894664,0.00002081131],"category_scores_gemma":[0.0008451637,0.0001143085,0.00008674004,0.00005431593,0.003486027,0.00005792842,0.0004424646,0.0004535817,0.00007653425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004258088,"about_ca_system_score_gemma":0.00006787343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000010231,"about_ca_topic_score_gemma":0.0000625054,"domain_scores_codex":[0.9984152,0.00009343428,0.0002963552,0.0005545378,0.0003788615,0.0002616664],"domain_scores_gemma":[0.9975186,0.001823737,0.0001508869,0.0004412958,0.00004117412,0.0000242887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002666469,0.00002137108,0.000008564246,0.0001076572,0.00002869987,0.0001452706,0.02198169,0.0000146054,0.01724334,0.9273901,0.008681466,0.02411061],"study_design_scores_gemma":[0.001868973,0.0001481585,0.00008525774,0.0003755149,0.0000762441,0.0001111454,0.001779599,0.0001332666,0.001010778,0.2069843,0.7867615,0.0006652628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05687252,0.006728838,0.000002496266,0.004136564,0.006138041,0.001992299,0.00002363924,0.00009533612,0.9240103],"genre_scores_gemma":[0.2865736,0.03801444,0.000005102392,0.005953345,0.0006222994,0.0000371085,6.552588e-7,0.00004443661,0.668749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.77808,"threshold_uncertainty_score":0.9992259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09084478671308735,"score_gpt":0.3432855115384132,"score_spread":0.2524407248253259,"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."}}