{"id":"W4235116745","doi":"10.5539/ass.v15n7p182","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 15, No. 7","year":2019,"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","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","insufficient_payload"],"category_scores_codex":[0.003753762,0.0002035984,0.0002844302,0.0001987781,0.004993989,0.0003772013,0.001551121,0.000121737,0.001262995],"category_scores_gemma":[0.003224918,0.0001960132,0.0001627947,0.002010453,0.004379958,0.001228291,0.0002774318,0.0001448018,0.004378757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009008221,"about_ca_system_score_gemma":0.00129414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002217104,"about_ca_topic_score_gemma":0.00003059868,"domain_scores_codex":[0.9955695,0.00007520973,0.0003174235,0.0007666759,0.002110906,0.001160292],"domain_scores_gemma":[0.9961459,0.00003211596,0.0001879315,0.0001882113,0.003157303,0.0002885332],"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":[0.00002207174,0.0001809065,0.005937755,0.00004974088,0.00002048793,0.000001004102,0.02460942,7.014212e-8,0.001060586,0.06018793,0.5420952,0.3658348],"study_design_scores_gemma":[0.0002878419,0.00003534186,0.09750791,0.00002167569,0.00001019447,4.430895e-8,0.003309933,0.000003153644,0.00007680568,0.002034473,0.8964099,0.0003027112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004002374,0.00003809635,0.00007689168,0.002108168,0.01259227,0.001076191,0.00000648651,0.00006742603,0.9800321],"genre_scores_gemma":[0.894597,0.00009562383,0.001497006,0.001479021,0.009537179,0.0001704415,0.0000109406,0.00003586467,0.09257694],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8905946,"threshold_uncertainty_score":0.99965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173861226179674,"score_gpt":0.3070780045023757,"score_spread":0.285339392240579,"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."}}