{"id":"W4251331382","doi":"10.5539/ass.v12n7p247","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 12, No. 7","year":2016,"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":"Span (engineering); Psychology; Sociology; Gerontology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003820397,0.0002006315,0.0002510465,0.0001904959,0.006397807,0.0002722867,0.001507383,0.0001149629,0.0007700086],"category_scores_gemma":[0.006745176,0.0001530766,0.0001547213,0.001354391,0.007654098,0.001329601,0.0002650557,0.00008559959,0.001760118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104207,"about_ca_system_score_gemma":0.00125255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001603309,"about_ca_topic_score_gemma":0.00005250993,"domain_scores_codex":[0.9956697,0.00008247187,0.0003233196,0.0007383669,0.001984434,0.001201745],"domain_scores_gemma":[0.9962432,0.00004711796,0.0001852528,0.0001717355,0.003015919,0.0003368091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001127449,0.00008016558,0.001412301,0.00001094002,0.00000915771,6.903899e-7,0.007188745,2.868437e-9,0.001097154,0.03024057,0.3455504,0.6143987],"study_design_scores_gemma":[0.0003312323,0.000030098,0.08451683,0.00003230734,0.00001033976,4.814868e-8,0.001316392,3.904553e-7,0.0001604308,0.003831657,0.9094853,0.0002850206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009875778,0.00002865709,0.0004721897,0.005934475,0.009831795,0.0007724633,0.00001091483,0.00008187866,0.9818801],"genre_scores_gemma":[0.8666018,0.0002381098,0.001961986,0.001415386,0.0163657,0.0002966014,0.00000496265,0.0000433243,0.1130721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.868808,"threshold_uncertainty_score":0.9990171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789674424659834,"score_gpt":0.310573244686644,"score_spread":0.2826765004400457,"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."}}