{"id":"W4283396427","doi":"10.5539/ass.v18n6p47","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 18, No. 6","year":2022,"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":"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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005228159,0.0001842882,0.0002461619,0.0002351696,0.01755264,0.0003096951,0.001902167,0.00005997553,0.002610436],"category_scores_gemma":[0.003482866,0.0001950987,0.0001643328,0.002832558,0.004886258,0.000833553,0.0006463823,0.0002051392,0.0005559905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700568,"about_ca_system_score_gemma":0.001687672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002948139,"about_ca_topic_score_gemma":0.00002360976,"domain_scores_codex":[0.9948308,0.0001455725,0.0003205377,0.0007405059,0.002834693,0.001127818],"domain_scores_gemma":[0.9970928,0.00003059282,0.0001993067,0.0001629898,0.002243173,0.0002710732],"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":[0.0000145934,0.000153567,0.0008395054,0.00001288023,0.00001067757,0.000001519616,0.01902856,1.473052e-7,0.0002520587,0.02909395,0.7233003,0.2272922],"study_design_scores_gemma":[0.0002438636,0.00004284644,0.03664105,0.00000541825,0.00001122529,9.941513e-8,0.007487761,0.000003401581,0.0000286144,0.0027191,0.9525391,0.000277455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001082938,0.00004996128,0.00009436729,0.00319617,0.01285378,0.0008965117,0.00001789223,0.00007508598,0.9817333],"genre_scores_gemma":[0.9044325,0.00007882703,0.001432661,0.002494563,0.01117398,0.000796747,0.00002260078,0.00004433134,0.07952381],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9033495,"threshold_uncertainty_score":0.9983013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238495309322508,"score_gpt":0.3197307273085446,"score_spread":0.2873457742153195,"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."}}