{"id":"W4401768630","doi":"10.15402/esj.v10i2.70894","title":"Acknowledgements","year":2024,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Peer review; Library science; Political science; Public relations; Sociology; Psychology; Computer science; 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":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.7701554,0.0002150609,0.0002000263,0.0008643611,0.3083895,0.002199025,0.0003785302,0.0001481723,0.007809081],"category_scores_gemma":[0.3568151,0.0002036561,0.00009436853,0.0003229908,0.0001117739,0.001013089,0.0001528214,0.7530593,0.006191134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032172,"about_ca_system_score_gemma":0.00005952068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002326354,"about_ca_topic_score_gemma":0.000008715399,"domain_scores_codex":[0.4293329,0.5694127,0.0002414517,0.0001175792,0.0005099149,0.0003853996],"domain_scores_gemma":[0.9136021,0.08553585,0.00002549868,0.0002784787,0.0002489458,0.0003091366],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001416295,0.00006222321,0.0001604245,0.0003161037,0.0001810068,0.00004260126,0.7006261,0.006701481,0.04059692,0.000004673786,0.09175716,0.1595371],"study_design_scores_gemma":[0.000424254,0.0001725597,0.003241634,0.0006118113,0.00002242431,0.00009304685,0.5136887,0.03417396,0.00008263838,0.0002205062,0.4469825,0.0002859572],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767291,0.002511335,0.002342428,0.00009748928,0.001430609,0.0001283647,0.00000105587,0.0007793261,0.01598028],"genre_scores_gemma":[0.9891267,0.0006794049,0.0009903894,0.00002337701,0.001194502,0.00001105923,0.00001480339,0.00008622757,0.007873583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7529112,"threshold_uncertainty_score":0.9988368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1651044554180153,"score_gpt":0.4039471913856829,"score_spread":0.2388427359676675,"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."}}