{"id":"W4405647207","doi":"10.1353/mos.2022.a948443","title":"A Q&A with Sean Singh Matharoo","year":2022,"lang":"en","type":"article","venue":"Mosaic","topic":"Sound Studies and Aurality","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001193411,0.00007522526,0.0001039015,0.00001909295,0.0003168672,0.00001234015,0.0001102363,0.00001369134,0.006069534],"category_scores_gemma":[0.000004230932,0.00006166696,0.00003429405,0.0001558783,0.00003736233,0.00001433674,0.00008800359,0.0001395334,0.0002823093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004063079,"about_ca_system_score_gemma":0.00001016806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003848556,"about_ca_topic_score_gemma":0.00008820616,"domain_scores_codex":[0.9993078,0.00007313594,0.00008152881,0.0001915107,0.0001347402,0.0002112627],"domain_scores_gemma":[0.9996337,0.00002683531,0.00003434889,0.0002632512,0.00001012064,0.00003176448],"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":[0.0003210332,0.0005454131,0.1161377,0.00001832063,0.0003305655,0.0001748587,0.01982533,0.00004761257,0.0001333163,0.01651662,0.8350607,0.01088858],"study_design_scores_gemma":[0.0004577262,0.0001362831,0.03310392,0.000001620963,0.0000154676,0.00005211792,0.003164099,0.000003635149,0.000002756819,0.0007705747,0.9621677,0.0001241375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491934,0.0003910946,0.00006252555,0.001625722,0.0005722212,0.0001140848,0.00005326312,0.00009464726,0.0478931],"genre_scores_gemma":[0.9691194,9.849231e-7,0.0001197015,0.001034004,0.00007198442,0.00008408256,0.0000281184,0.00001394905,0.02952775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.127107,"threshold_uncertainty_score":0.9948391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489988901032246,"score_gpt":0.30969433421929,"score_spread":0.2647944452089676,"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."}}