{"id":"W4362474495","doi":"10.5539/ass.v19n2p119","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 19, No. 2","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; Political science; Regional 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":[0.005134145,0.0001946576,0.0002525413,0.0003214827,0.009202619,0.0003879089,0.001521217,0.0001142328,0.0004424298],"category_scores_gemma":[0.00801032,0.000191126,0.0001592811,0.004582011,0.0059621,0.000976177,0.0003417744,0.0001322783,0.003580808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000896763,"about_ca_system_score_gemma":0.001470858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003040997,"about_ca_topic_score_gemma":0.00004437904,"domain_scores_codex":[0.9953334,0.00008204772,0.0003184057,0.0007398914,0.002210158,0.001316127],"domain_scores_gemma":[0.9965527,0.0000441194,0.0001583403,0.0001616096,0.002704725,0.0003784869],"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":[0.000006602649,0.00005145028,0.0008890292,0.00001945506,0.000008513139,0.000001512822,0.01514568,5.094297e-8,0.0002253159,0.02262958,0.7480515,0.2129713],"study_design_scores_gemma":[0.0002094166,0.00002113552,0.09908707,0.00001479947,0.000009774298,3.900724e-8,0.00438744,0.000004799082,0.00003863816,0.003852195,0.8921095,0.0002652443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001584123,0.00002927,0.00009306371,0.005210042,0.01226543,0.0009009343,0.00001197494,0.0002002331,0.9797049],"genre_scores_gemma":[0.7837488,0.0005027685,0.002033643,0.003005357,0.0278109,0.0007089406,0.00005095922,0.00008393427,0.1820547],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7976502,"threshold_uncertainty_score":0.997195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650192760141813,"score_gpt":0.3345195185304396,"score_spread":0.2980175909290215,"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."}}