{"id":"W4220771930","doi":"10.5539/ass.v18n4p48","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 18, No. 4","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":"Sociology; Psychology","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":[0.005225566,0.0001842693,0.0002461254,0.0002351827,0.01755465,0.0003096825,0.001902675,0.00005997562,0.00263123],"category_scores_gemma":[0.00346986,0.0001950873,0.0001643236,0.00283157,0.004885965,0.000833487,0.000646325,0.0002051025,0.0005583361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702239,"about_ca_system_score_gemma":0.001685662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002895947,"about_ca_topic_score_gemma":0.00002315941,"domain_scores_codex":[0.9948313,0.0001454532,0.0003205406,0.0007404058,0.002834526,0.001127737],"domain_scores_gemma":[0.9971099,0.00003062451,0.0001993126,0.0001630162,0.002226068,0.0002710368],"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":[0.00001474326,0.000152931,0.0008443655,0.00001287974,0.00001067966,0.000001520669,0.01899114,1.475896e-7,0.0002507415,0.02885923,0.7236611,0.2272005],"study_design_scores_gemma":[0.0002440644,0.00004341467,0.03636154,0.000005421463,0.00001123009,9.955415e-8,0.007479308,0.000003445881,0.0000286205,0.002721396,0.9528239,0.0002776037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001086739,0.00004996121,0.00009459651,0.003183457,0.01287443,0.0008971015,0.00001811682,0.00007521896,0.9817204],"genre_scores_gemma":[0.9058191,0.00007860098,0.001427018,0.002482491,0.01112451,0.0007925234,0.00002267279,0.00004413496,0.07820893],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9047324,"threshold_uncertainty_score":0.9982805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268215789962511,"score_gpt":0.3201296880421465,"score_spread":0.2874475301425214,"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."}}