{"id":"W4393360201","doi":"10.5539/ass.v20n2p87","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 20, No. 2","year":2024,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Psychology; Engineering ethics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04065435,0.003628538,0.007610363,0.008034157,0.005764454,0.009297509,0.006120579,0.01754248,0.09055134],"category_scores_gemma":[0.4047059,0.00187705,0.004465859,0.003965088,0.003484429,0.007312328,0.004395609,0.01269908,0.0452892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005200842,"about_ca_system_score_gemma":0.01240101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006238734,"about_ca_topic_score_gemma":0.009083317,"domain_scores_codex":[0.9577054,0.008570164,0.009772949,0.00269577,0.01954369,0.001711906],"domain_scores_gemma":[0.3174389,0.03008422,0.01385761,0.005651078,0.6239871,0.008981171],"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":[0.00003247238,0.000003433807,0.00006548793,0.0004697327,0.00000970119,0.00006276543,0.00005159297,0.000007048873,0.00003404608,0.00009474433,0.9963062,0.002862817],"study_design_scores_gemma":[0.0003076506,0.00004467818,0.001054524,0.003643231,0.0001194843,0.0008972016,0.0006752717,0.0003686544,0.0003147878,0.00137118,0.9910361,0.0001672216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000147969,0.002228264,0.0008777221,0.1771559,0.8146764,0.0008777417,0.0007202965,0.0004511639,0.002864464],"genre_scores_gemma":[0.005040553,0.006421651,0.002850438,0.2429469,0.6644118,0.005541706,0.001496076,0.001043717,0.07024721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9094487,"threshold_uncertainty_score":0.3029245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083715475613131,"score_gpt":0.3695452146892128,"score_spread":0.3387080599330815,"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."}}