{"id":"W3109023662","doi":"10.33137/caribbeanquilt.v5i0.34436","title":"Statement from the Director","year":2020,"lang":"en","type":"article","venue":"Caribbean Quilt","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Statement (logic); Accounting; Political science; Business; Law","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":["insufficient_payload"],"category_scores_codex":[0.00006360508,0.00006813516,0.00006202426,0.000006137992,0.00004293388,0.00003246487,0.0001074053,0.00002287109,0.01335839],"category_scores_gemma":[0.00002601592,0.00005221308,0.00003192272,0.0000497965,0.00001548608,0.00004776413,0.00001626093,0.00008322172,0.006155703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004406384,"about_ca_system_score_gemma":0.000007529844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003602688,"about_ca_topic_score_gemma":0.00002088393,"domain_scores_codex":[0.99955,0.00002650385,0.0001138377,0.00008848212,0.000129314,0.00009189193],"domain_scores_gemma":[0.9997525,0.00002713367,0.00001161617,0.0001302359,0.00001570279,0.00006279629],"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":[0.000003377775,0.000003338964,0.000456337,0.000007516591,0.00002850858,0.000001122342,0.005292991,0.004668557,0.01468364,0.00001673074,0.9700838,0.004754052],"study_design_scores_gemma":[0.0003103658,0.00002192554,0.03019119,0.000008476423,0.00002600208,1.411432e-7,0.0008309325,0.05059607,0.001616247,0.00009568345,0.9161289,0.0001740211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769254,0.0002798502,0.00478373,0.003995221,0.001493471,0.0002323208,0.000100127,0.0007036105,0.01148632],"genre_scores_gemma":[0.9974111,0.00002182273,0.0001037725,0.001183594,0.001065741,0.00001003103,0.00005728021,0.0000179134,0.0001287136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05395489,"threshold_uncertainty_score":0.9946181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04815673942995054,"score_gpt":0.225148468441113,"score_spread":0.1769917290111624,"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."}}