{"id":"W4307637300","doi":"10.3167/proj.2022.160303","title":"Sound Anchors","year":2022,"lang":"en","type":"article","venue":"Projections","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Narrative; Multimodality; Meaning (existential); Construct (python library); Sound (geography); Psychology; Cognition; Meaning-making; Cognitive science; Aesthetics; Sociology; Communication; Linguistics; Art; Computer science; Acoustics; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009904138,0.00003593508,0.00004419219,0.00007726421,0.001520755,0.0000397336,0.00005872348,0.000005039143,0.01315355],"category_scores_gemma":[0.000009413074,0.00003412904,0.00002652517,0.00004374635,0.0000487753,0.0000773877,0.00002789128,0.0001401244,0.0001625568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004272384,"about_ca_system_score_gemma":0.00006162912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006958328,"about_ca_topic_score_gemma":0.001161043,"domain_scores_codex":[0.9995892,0.00002393871,0.00008059296,0.00008311484,0.0001024689,0.0001206817],"domain_scores_gemma":[0.9998258,0.00001670966,0.00002374254,0.00008407584,0.00002241202,0.00002730504],"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":[0.000007161155,0.000117937,0.002101386,0.00001824155,0.00001422916,0.000002675527,0.08239186,0.00003758165,0.00001001738,0.8077596,0.1054596,0.002079729],"study_design_scores_gemma":[0.00005753157,0.00006585791,0.0001394121,8.367741e-7,0.000004498616,0.000004249315,0.0112314,0.00002707858,0.00000181305,0.007395102,0.9810241,0.00004804942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3362526,0.0002068368,0.00003932634,0.00283357,0.00366631,0.0004164422,0.00008701059,0.000265557,0.6562324],"genre_scores_gemma":[0.9735389,0.000009920084,0.00003278707,0.00131582,0.0007259888,0.0003551635,0.00001236548,0.000007888735,0.02400114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8755646,"threshold_uncertainty_score":0.9997791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09716515252063299,"score_gpt":0.2884668641094486,"score_spread":0.1913017115888156,"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."}}