{"id":"W4234697498","doi":"10.5539/ass.v14n7p105","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 14, No. 7","year":2018,"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; 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":[0.00418457,0.0002025914,0.0002507389,0.0002029108,0.00999062,0.0004051469,0.001588424,0.0001238872,0.0008504869],"category_scores_gemma":[0.007274784,0.0001944897,0.0001396715,0.002317618,0.0124553,0.001139578,0.0002920213,0.0001247497,0.002464358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008721608,"about_ca_system_score_gemma":0.001338771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002330828,"about_ca_topic_score_gemma":0.00007781344,"domain_scores_codex":[0.9955634,0.00007964923,0.0003220731,0.0007516585,0.002062914,0.001220245],"domain_scores_gemma":[0.9921708,0.00002578785,0.0001836588,0.000175479,0.007115897,0.0003284443],"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":[0.00001364798,0.00009938773,0.0008016359,0.00001380866,0.00001073427,6.057924e-7,0.01986417,4.564519e-9,0.0003846486,0.02747754,0.6301197,0.3212141],"study_design_scores_gemma":[0.000233359,0.00005313141,0.058058,0.00001837983,0.00001202453,5.364985e-8,0.002304757,0.000002154245,0.0001627876,0.003042717,0.9358249,0.0002877095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001188703,0.00002633244,0.0002552179,0.002458371,0.01507473,0.0007257276,0.000006504413,0.00007628469,0.9801881],"genre_scores_gemma":[0.8809769,0.00009848629,0.003284225,0.002158573,0.0326677,0.0002229401,0.000009543695,0.00004277357,0.08053891],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8996492,"threshold_uncertainty_score":0.9983124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288549124167283,"score_gpt":0.3248862348274993,"score_spread":0.296031322410771,"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."}}