{"id":"W4289527050","doi":"10.5539/ass.v18n8p47","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 18, No. 8","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","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":[0.005228051,0.0001842935,0.0002461654,0.0002351272,0.0175549,0.0003096653,0.001901982,0.00005997609,0.002631905],"category_scores_gemma":[0.003483049,0.0001950995,0.0001643344,0.002830893,0.004886246,0.0008334536,0.0006462578,0.0002051355,0.0005590242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702776,"about_ca_system_score_gemma":0.001688077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002916872,"about_ca_topic_score_gemma":0.00002322126,"domain_scores_codex":[0.9948314,0.0001455697,0.0003205309,0.0007404755,0.002834157,0.001127845],"domain_scores_gemma":[0.9970928,0.00003059474,0.0001993071,0.0001629874,0.002243197,0.0002710665],"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":[0.0000144769,0.0001523592,0.0008331141,0.00001283721,0.00001064188,0.000001515169,0.01893187,1.490043e-7,0.0002496065,0.02860604,0.7218494,0.229338],"study_design_scores_gemma":[0.0002439236,0.00004295872,0.03631082,0.000005427343,0.00001123483,9.957951e-8,0.007480691,0.000003447321,0.00002919467,0.00272121,0.9528733,0.0002776905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001094275,0.00004993295,0.00009443924,0.003200938,0.0128633,0.000896081,0.00001791914,0.00007469196,0.9817084],"genre_scores_gemma":[0.9042167,0.0000780233,0.001432299,0.002492699,0.01116065,0.0007951698,0.00002259098,0.00004423591,0.07975762],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9031224,"threshold_uncertainty_score":0.9982798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240321932171489,"score_gpt":0.3197751396595715,"score_spread":0.2873719203378566,"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."}}