{"id":"W4389154336","doi":"10.5539/ass.v19n6p153","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 19, No. 6","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; 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"],"category_scores_codex":[0.005164008,0.0001947213,0.0002526012,0.0003216967,0.009204417,0.0003880809,0.001521735,0.000114232,0.0004297209],"category_scores_gemma":[0.008022994,0.000191183,0.0001593203,0.004584752,0.005963906,0.0009764674,0.0003417412,0.0001323011,0.003568553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008957271,"about_ca_system_score_gemma":0.001474256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003074203,"about_ca_topic_score_gemma":0.00004545233,"domain_scores_codex":[0.9953314,0.00008205743,0.000318508,0.0007402683,0.002211075,0.001316707],"domain_scores_gemma":[0.9965511,0.00004436581,0.0001581825,0.0001617243,0.002706033,0.0003785808],"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":[0.000006774269,0.00005250355,0.0009278953,0.00001976717,0.000008640389,0.000001519914,0.01542018,5.077928e-8,0.000234812,0.02343732,0.7457902,0.2141003],"study_design_scores_gemma":[0.0002101303,0.0000211874,0.1011925,0.00001498487,0.000009803003,3.896492e-8,0.004433091,0.000004795775,0.00003893091,0.003872935,0.8899355,0.000266076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001598028,0.00002919021,0.00009609939,0.005242944,0.01223142,0.0009057795,0.0000118398,0.0002006612,0.9796841],"genre_scores_gemma":[0.7903473,0.0004841972,0.002002462,0.002931962,0.02678724,0.0006920673,0.00004836623,0.000081912,0.1766245],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8030596,"threshold_uncertainty_score":0.9972073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723524655319346,"score_gpt":0.3348409913717033,"score_spread":0.2976057448185099,"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."}}