{"id":"W4283724633","doi":"10.5539/ass.v18n7p56","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 18, No. 7","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; Social science; 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"],"category_scores_codex":[0.005227896,0.0001842984,0.0002461671,0.0002351889,0.01755576,0.0003097043,0.001902207,0.00005997691,0.002596381],"category_scores_gemma":[0.003449248,0.0001951083,0.0001643357,0.002832432,0.004886657,0.0008335813,0.0006464015,0.0002051412,0.0005559415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702854,"about_ca_system_score_gemma":0.001687912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002921937,"about_ca_topic_score_gemma":0.00002324604,"domain_scores_codex":[0.9948307,0.0001455348,0.0003205363,0.0007405658,0.002834718,0.001127901],"domain_scores_gemma":[0.997093,0.00003056914,0.0001992942,0.0001629931,0.002243016,0.0002710823],"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":[0.00001459065,0.0001535935,0.0008445382,0.00001304251,0.00001072628,0.000001527186,0.0190858,1.501355e-7,0.0002541394,0.02892704,0.7212045,0.2294904],"study_design_scores_gemma":[0.0002439403,0.00004294503,0.03622878,0.000005474096,0.00001123429,9.954611e-8,0.007478294,0.000003444603,0.00002893905,0.002720253,0.9529589,0.0002776865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001091502,0.00004995248,0.00009446476,0.003200992,0.01288007,0.0008970244,0.00001798906,0.00007524272,0.9816927],"genre_scores_gemma":[0.9045866,0.00007930693,0.001437045,0.002502057,0.01120809,0.0007975802,0.0000229197,0.00004446814,0.07932191],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9034951,"threshold_uncertainty_score":0.9983154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244052965649662,"score_gpt":0.3198169097444544,"score_spread":0.2873763800879577,"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."}}