{"id":"W4210979232","doi":"10.1007/s40857-021-00226-5","title":"News Item","year":2021,"lang":"en","type":"article","venue":"Acoustics Australia","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"University of Queensland","keywords":"Psychology; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001053727,0.000187658,0.000194642,0.00005659392,0.0000750897,0.00010118,0.0001974237,0.0001257632,0.003317369],"category_scores_gemma":[0.0004612013,0.0002026529,0.00008754963,0.0004754825,0.00006357204,0.0001017435,0.00009566922,0.0002393331,0.01819971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009166825,"about_ca_system_score_gemma":0.00009792063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001017255,"about_ca_topic_score_gemma":0.00006969225,"domain_scores_codex":[0.9985241,0.00005393779,0.0002649938,0.0003452763,0.0003362032,0.0004755197],"domain_scores_gemma":[0.9988272,0.00008803529,0.00007647918,0.0005755767,0.0002383822,0.0001943137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00000756669,0.0001223838,0.01654183,0.00002864825,0.0000602764,0.000798315,0.00008771885,0.000886085,0.4798394,0.00281568,0.4985565,0.0002556893],"study_design_scores_gemma":[0.002935552,0.0001830442,0.432266,0.0001674519,0.0009152739,0.0008606613,0.001788236,0.003735811,0.149846,0.00645289,0.3983925,0.00245655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907082,0.00005946059,0.001580602,0.0003420121,0.001133346,0.0001267964,0.0002209923,0.0003079174,0.005520619],"genre_scores_gemma":[0.9536161,0.00000998923,0.00563667,0.0001889773,0.0003418752,0.000006455821,0.00008335809,0.00007597994,0.04004053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4157242,"threshold_uncertainty_score":0.9975938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07266574335060118,"score_gpt":0.3316933554614783,"score_spread":0.2590276121108771,"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."}}