{"id":"W4214602762","doi":"10.5539/ass.v18n3p39","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 18, No. 3","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":"Psychology; Sociology; Chemistry; 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":[0.005221709,0.0001842575,0.0002460716,0.0002350816,0.01754672,0.0003095303,0.001901384,0.00005997093,0.002672512],"category_scores_gemma":[0.003515169,0.000195053,0.0001643118,0.002831904,0.004885158,0.0008333744,0.0006460974,0.0002051084,0.000569082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708308,"about_ca_system_score_gemma":0.001691515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002919927,"about_ca_topic_score_gemma":0.0000230719,"domain_scores_codex":[0.9948314,0.0001454709,0.0003204347,0.0007403377,0.002834692,0.001127619],"domain_scores_gemma":[0.9970713,0.00003056953,0.0001992781,0.0001629339,0.002264872,0.0002710192],"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":[0.00001454709,0.0001522759,0.0008394076,0.00001292423,0.0000106387,0.000001510006,0.01890127,1.48948e-7,0.0002533761,0.02782667,0.7254908,0.2264964],"study_design_scores_gemma":[0.0002445615,0.00004267161,0.0361479,0.000005400686,0.00001113429,9.844684e-8,0.007446316,0.000003429253,0.00002912775,0.002691758,0.9531005,0.0002770946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001090853,0.00004976686,0.00009399752,0.003187165,0.01297376,0.0008959231,0.00001826345,0.00007508612,0.9816152],"genre_scores_gemma":[0.902045,0.00007954164,0.001442657,0.002509678,0.01136256,0.0008019517,0.00002293184,0.00004467335,0.08169102],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9009541,"threshold_uncertainty_score":0.9982392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238325827299612,"score_gpt":0.3195951762406132,"score_spread":0.2872119179676171,"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."}}