{"id":"W4387221109","doi":"10.5539/ass.v19n5p47","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 19, No. 5","year":2023,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Psychology; Social science","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005163838,0.0001947192,0.0002526038,0.0003217026,0.009205869,0.0003879067,0.001521613,0.0001142373,0.0004330431],"category_scores_gemma":[0.008022665,0.0001911751,0.0001593312,0.004584516,0.005963576,0.0009763886,0.0003417268,0.0001322918,0.003561349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008967891,"about_ca_system_score_gemma":0.001474028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003045141,"about_ca_topic_score_gemma":0.0000447335,"domain_scores_codex":[0.9953315,0.00008205412,0.0003185016,0.0007402561,0.002211067,0.001316583],"domain_scores_gemma":[0.9965517,0.00004435893,0.0001581779,0.0001617209,0.002705465,0.0003785592],"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":[0.00000672447,0.00005212733,0.0009274,0.00001971014,0.000008615284,0.000001516176,0.01533451,5.130105e-8,0.0002344724,0.02318721,0.74661,0.2136176],"study_design_scores_gemma":[0.0002101991,0.0000212049,0.1018597,0.0000150047,0.000009811023,3.902517e-8,0.00443037,0.000004826756,0.00003922038,0.003857454,0.8892859,0.0002662668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001612378,0.00002918644,0.00009615205,0.005253175,0.01226392,0.0009070975,0.00001190625,0.0002012307,0.9796249],"genre_scores_gemma":[0.7910376,0.0004855619,0.002005966,0.002936276,0.02682514,0.0006923231,0.00004866147,0.00008202955,0.1758864],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8037385,"threshold_uncertainty_score":0.9972145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724376928767782,"score_gpt":0.3348820866265662,"score_spread":0.2976383173388884,"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."}}