{"id":"W4381431891","doi":"10.26443/ijwpc.v10i2.383","title":"Annealing","year":2023,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traditional medicine; Medicine","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":[0.000128646,0.00005294272,0.0000662676,0.0002368448,0.00002362958,0.00004535625,0.0001583384,0.00003206836,0.001508386],"category_scores_gemma":[0.00002834746,0.00005222533,0.00007954641,0.00007798412,0.000009947358,0.0001556887,0.000007221683,0.0001111023,0.001788301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403765,"about_ca_system_score_gemma":0.00001694083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.938731e-7,"about_ca_topic_score_gemma":0.00000254545,"domain_scores_codex":[0.9993296,0.00001195141,0.0001509675,0.00004075966,0.0003932564,0.0000734329],"domain_scores_gemma":[0.9995363,0.00001412496,0.00004292417,0.00003887057,0.0003260889,0.0000416265],"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":[0.00002384481,0.000008554452,0.002961794,0.00004603756,0.000200425,0.0001568256,0.02985053,0.3133146,0.05018334,0.00001701311,0.4302418,0.1729953],"study_design_scores_gemma":[0.002998597,0.0001836802,0.1235208,0.0004811413,0.00007055339,0.0002728931,0.1179907,0.1354232,0.004441306,0.0001890327,0.6138028,0.0006252328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887372,0.0002027827,0.0006169103,0.000591939,0.00530388,0.00002561632,0.00001886645,0.0001206772,0.00438216],"genre_scores_gemma":[0.9976976,0.00005374213,0.0001218617,0.0000613882,0.001596988,9.88143e-7,0.00002571732,0.0000133689,0.0004283758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.183561,"threshold_uncertainty_score":0.9994044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674734789471025,"score_gpt":0.3016750796729201,"score_spread":0.2649277317782098,"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."}}