{"id":"W4253452702","doi":"10.5539/ass.v11n15p343","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 11, No. 15","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.005496806,0.0002113538,0.0002797069,0.0002027862,0.00525631,0.0004250981,0.001575453,0.0001234908,0.0002896572],"category_scores_gemma":[0.008197256,0.0002027174,0.0001380415,0.002233356,0.006344755,0.001311777,0.0003056909,0.0001223358,0.001391035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276851,"about_ca_system_score_gemma":0.002298312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004760848,"about_ca_topic_score_gemma":0.0001139413,"domain_scores_codex":[0.9951216,0.00009946455,0.000337355,0.0007133217,0.002553531,0.001174757],"domain_scores_gemma":[0.9938955,0.00002555971,0.0001918189,0.0001713967,0.005157511,0.0005581702],"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":[0.00001424507,0.0001412894,0.002441067,0.00001625172,0.00001024805,0.000001444167,0.0278122,5.846358e-8,0.0001453391,0.05474579,0.7438597,0.1708124],"study_design_scores_gemma":[0.0003593152,0.00003510968,0.0319651,0.00001618383,0.00001326569,7.668718e-8,0.006450584,0.000003279978,0.00006241133,0.006206503,0.9545748,0.0003133469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001721784,0.00005733778,0.0002380704,0.003689042,0.01275558,0.0008397908,0.000007569451,0.00008670925,0.9806041],"genre_scores_gemma":[0.8963286,0.00009666046,0.004133998,0.002198715,0.02247425,0.0003356253,0.00001893986,0.0000557177,0.07435752],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9062466,"threshold_uncertainty_score":0.9993865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04425260159647835,"score_gpt":0.3295036278270402,"score_spread":0.2852510262305618,"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."}}