{"id":"W4253315675","doi":"10.5539/ass.v15n9p99","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 15, No. 9","year":2019,"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":"Sociology; Psychology; Social 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","insufficient_payload"],"category_scores_codex":[0.003753173,0.0002035707,0.000284387,0.0001987685,0.004993992,0.0003770851,0.00154992,0.0001217171,0.001275035],"category_scores_gemma":[0.003256377,0.0001959833,0.0001627898,0.002010356,0.004379499,0.001228249,0.0002773014,0.0001447506,0.004386287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009006115,"about_ca_system_score_gemma":0.001293596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000217472,"about_ca_topic_score_gemma":0.00003052309,"domain_scores_codex":[0.99557,0.00007522509,0.0003174164,0.0007665018,0.00211074,0.001160141],"domain_scores_gemma":[0.996146,0.00003213812,0.0001879212,0.0001881531,0.003157369,0.00028848],"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":[0.00002205203,0.0001807117,0.005940031,0.00004929508,0.00002046477,0.000001002956,0.0245804,7.008852e-8,0.001056419,0.05919182,0.5483974,0.3605604],"study_design_scores_gemma":[0.0002875135,0.00003526744,0.09827835,0.00002147462,0.00001018668,4.428977e-8,0.003309355,0.000003153935,0.00007649368,0.002034116,0.8956416,0.0003024497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004000183,0.00003811272,0.00007700927,0.00211018,0.01258816,0.001075791,0.000006465518,0.00006740902,0.9800367],"genre_scores_gemma":[0.8944918,0.00009535032,0.001493949,0.001477085,0.009521631,0.0001692357,0.00001081231,0.00003578926,0.09270436],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8904916,"threshold_uncertainty_score":0.999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217219654801862,"score_gpt":0.3070516730738542,"score_spread":0.285329707593668,"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."}}