{"id":"W4313437902","doi":"10.5539/ass.v18n12p49","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 18, No. 12","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; 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":[0.005254553,0.0001926567,0.0002560611,0.0002364489,0.01727865,0.0003164516,0.001932187,0.00006359236,0.002732655],"category_scores_gemma":[0.003336034,0.0002034963,0.0001712604,0.002359052,0.004902542,0.0008709531,0.0006629049,0.0002118793,0.0005331117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727019,"about_ca_system_score_gemma":0.001676846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003591755,"about_ca_topic_score_gemma":0.00003850295,"domain_scores_codex":[0.9946966,0.0001514974,0.0003328403,0.0007596372,0.00289259,0.001166854],"domain_scores_gemma":[0.9973953,0.00003209997,0.0002078564,0.0001690073,0.00191241,0.0002833672],"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":[0.00001851694,0.0001854595,0.001276961,0.00001582866,0.00001332085,0.000001855033,0.02320041,1.877623e-7,0.0002890143,0.04921966,0.6649559,0.2608229],"study_design_scores_gemma":[0.0002554249,0.00004559954,0.04123982,0.000005903958,0.00001208039,1.072712e-7,0.007372641,0.000003563644,0.00002540072,0.004167703,0.9465823,0.0002894805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0008977063,0.00004602532,0.0001099925,0.002936594,0.0126106,0.0008987068,0.00001766743,0.00007428249,0.9824084],"genre_scores_gemma":[0.8781847,0.00009301184,0.00160173,0.002713374,0.01241805,0.0008675025,0.00002596363,0.00005003041,0.1040457],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8783628,"threshold_uncertainty_score":0.998179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426242793994921,"score_gpt":0.3174707579323801,"score_spread":0.2832083299924308,"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."}}