{"id":"W4200307938","doi":"10.5539/ass.v17n12p87","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 17, No. 12","year":2021,"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; 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","insufficient_payload"],"category_scores_codex":[0.003218531,0.0002015215,0.0002828226,0.0001458415,0.007481146,0.0004773981,0.001204917,0.0001229555,0.001138703],"category_scores_gemma":[0.006610973,0.0002046285,0.0001827262,0.002208277,0.00522138,0.00105628,0.0003394263,0.000150541,0.000869957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009245785,"about_ca_system_score_gemma":0.002373915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001744212,"about_ca_topic_score_gemma":0.0001121238,"domain_scores_codex":[0.9954828,0.0001032553,0.0003384605,0.0008107582,0.002107982,0.001156767],"domain_scores_gemma":[0.9947576,0.00003510411,0.0001657279,0.0001854297,0.004521411,0.0003347308],"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":[0.000009961846,0.0001854641,0.001424441,0.00002745503,0.00001868027,0.000004700221,0.01819646,4.401451e-8,0.0008427589,0.05998271,0.585481,0.3338263],"study_design_scores_gemma":[0.0002446895,0.00001848644,0.06547637,0.00002225774,0.00001532984,1.320824e-7,0.004357588,0.000001814361,0.0001946323,0.00426702,0.9251065,0.0002951585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000643304,0.00007619157,0.0002243904,0.003928649,0.009208885,0.0005184446,0.000008748861,0.00006155075,0.9853298],"genre_scores_gemma":[0.5849106,0.0005767278,0.008253215,0.005873701,0.03344462,0.0004925617,0.0000544202,0.00008884123,0.3663053],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6190246,"threshold_uncertainty_score":0.999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02965393200584195,"score_gpt":0.3156892870673651,"score_spread":0.2860353550615232,"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."}}