{"id":"W4385408121","doi":"10.5539/ass.v19n4p106","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 19, No. 4","year":2023,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Sociology; Political 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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.009891531,0.0002842543,0.000418005,0.0005528998,0.01221513,0.0007734312,0.002752382,0.0002041725,0.001041959],"category_scores_gemma":[0.0279313,0.0003118936,0.0002303507,0.006278624,0.008561657,0.001558508,0.0005078482,0.0002336281,0.007416571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862051,"about_ca_system_score_gemma":0.004301132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005349607,"about_ca_topic_score_gemma":0.00008852677,"domain_scores_codex":[0.9943047,0.0001518805,0.0005466667,0.001109709,0.001821702,0.002065346],"domain_scores_gemma":[0.991207,0.0001209135,0.0003194941,0.0002802125,0.007549986,0.0005223864],"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":[0.000005307684,0.00004304082,0.001081087,0.00002339699,0.00001265564,0.000001202376,0.03453099,1.505541e-8,0.000108173,0.02060207,0.6890305,0.2545616],"study_design_scores_gemma":[0.0003746702,0.00002373392,0.04344883,0.00002026076,0.00001661206,7.595607e-8,0.01729025,0.000006003283,0.00005860412,0.005805767,0.9325145,0.0004406417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002058502,0.00002605486,0.00006413403,0.003961522,0.02761584,0.001327518,0.00002962042,0.0004760053,0.9644408],"genre_scores_gemma":[0.7484155,0.000281904,0.004869497,0.005340938,0.04879097,0.001430923,0.00006937858,0.0001890801,0.1906118],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.773829,"threshold_uncertainty_score":0.9999333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795366613228603,"score_gpt":0.3630599864623272,"score_spread":0.3251063203300412,"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."}}