{"id":"W4254267042","doi":"10.5539/ass.v16n12p108","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 16, No. 12","year":2020,"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":[0.00249979,0.0002097551,0.0002863748,0.0001169877,0.006444922,0.0003894749,0.001591586,0.0001108593,0.0007479654],"category_scores_gemma":[0.006817019,0.0002060309,0.0001676783,0.002028214,0.005368004,0.001099636,0.0003124829,0.0001585536,0.001444655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008703613,"about_ca_system_score_gemma":0.001270758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002247504,"about_ca_topic_score_gemma":0.00004085364,"domain_scores_codex":[0.9956634,0.00008216357,0.0003367255,0.0007848974,0.002045894,0.001086936],"domain_scores_gemma":[0.996729,0.00002716011,0.0001831697,0.0001236457,0.002433136,0.0005038839],"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":[0.00002078924,0.00009622703,0.001295612,0.00003452545,0.00001475131,0.000001271713,0.03295751,4.014815e-8,0.0004538028,0.043935,0.5802037,0.3409868],"study_design_scores_gemma":[0.0002814249,0.00004492012,0.03198617,0.00001406056,0.00001457176,3.304724e-8,0.004397989,0.000004403776,0.00008987988,0.002445715,0.9604104,0.0003104284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000545826,0.0000414998,0.0004831157,0.01084149,0.006152209,0.0008407775,0.000009130889,0.00009377576,0.9809922],"genre_scores_gemma":[0.9446662,0.0001530777,0.002160133,0.006487323,0.02181565,0.000219787,0.00001555441,0.00004545799,0.02443683],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9565554,"threshold_uncertainty_score":0.9993328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755162784022294,"score_gpt":0.3113917255547229,"score_spread":0.2738400977145,"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."}}