{"id":"W4210456215","doi":"10.5539/ass.v17n1p137","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 17, No. 1","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; Social science; Political science; Psychology","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":[0.002431866,0.0002008843,0.0002753676,0.0001142327,0.006407314,0.0003795965,0.001567997,0.0001055564,0.0007548462],"category_scores_gemma":[0.006698098,0.0001973879,0.0001595638,0.002424421,0.005410732,0.001060585,0.0003005266,0.0001528926,0.001369039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006143749,"about_ca_system_score_gemma":0.001261195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001279418,"about_ca_topic_score_gemma":0.00001811728,"domain_scores_codex":[0.9957903,0.00007277969,0.0003251474,0.0007663313,0.001994315,0.001051106],"domain_scores_gemma":[0.9963408,0.00002607389,0.0001741525,0.0001187412,0.002852878,0.0004873923],"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":[0.00001397396,0.00006677458,0.0006934024,0.00002196182,0.0000103428,0.000001118193,0.0270162,4.336504e-8,0.0004166597,0.01695224,0.7589559,0.1958514],"study_design_scores_gemma":[0.0002488031,0.00004080363,0.03447837,0.0000126441,0.00001317227,2.915871e-8,0.00375589,0.000006061506,0.00007685921,0.001136916,0.9599418,0.0002886495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005658046,0.00004187888,0.0003090896,0.01305914,0.005532071,0.0008365568,0.00001005661,0.0000957794,0.9795496],"genre_scores_gemma":[0.9116707,0.0001935103,0.004066776,0.01083193,0.03180523,0.0003257998,0.00002122752,0.0000634629,0.04102136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9385282,"threshold_uncertainty_score":0.9994085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634790238514052,"score_gpt":0.3142963396102114,"score_spread":0.2779484372250709,"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."}}