{"id":"W4309993914","doi":"10.5539/ass.v18n11p49","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 18, No. 11","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","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":[0.005245911,0.0001928209,0.0002569865,0.0002395806,0.01726198,0.0003166025,0.001952925,0.00006302499,0.002611621],"category_scores_gemma":[0.003373739,0.000203784,0.0001715174,0.002879401,0.00492831,0.0008574863,0.0006649064,0.0001887453,0.0004903392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693589,"about_ca_system_score_gemma":0.001694243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004532614,"about_ca_topic_score_gemma":0.00005214351,"domain_scores_codex":[0.9947092,0.0001513376,0.0003334724,0.0007650081,0.002879489,0.001161482],"domain_scores_gemma":[0.997127,0.00003175889,0.0002084092,0.0001696252,0.002181624,0.0002815913],"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":[0.00001496219,0.0001989881,0.001874818,0.00001697605,0.00001157863,0.000002086026,0.02327542,1.978576e-7,0.000243925,0.06820521,0.6575184,0.2486374],"study_design_scores_gemma":[0.0002549886,0.00003858979,0.04694144,0.000005861997,0.00001188602,1.079083e-7,0.007929591,0.000003548781,0.00002882672,0.003776602,0.9407207,0.0002878866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001957175,0.0000482941,0.0001220507,0.003813754,0.01405676,0.001008121,0.00002083627,0.00008488951,0.9788881],"genre_scores_gemma":[0.9163062,0.00006557869,0.001384208,0.002293037,0.01025321,0.0007428834,0.0000223462,0.00004308765,0.06888948],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.914349,"threshold_uncertainty_score":0.9983001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259072873582555,"score_gpt":0.318087323246221,"score_spread":0.2854965945103954,"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."}}