{"id":"W4252782248","doi":"10.5539/ass.v13n11p177","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 13, No. 11","year":2017,"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; Political science; 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":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004294574,0.0002125641,0.0002848795,0.0001519872,0.02190596,0.001096067,0.002910128,0.000126628,0.0004153048],"category_scores_gemma":[0.009787924,0.0002049819,0.0001711595,0.0007168506,0.01401774,0.001875985,0.0004859025,0.0001317042,0.001058078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007641718,"about_ca_system_score_gemma":0.001266425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361396,"about_ca_topic_score_gemma":0.0003716908,"domain_scores_codex":[0.9956641,0.00006275736,0.0003095437,0.0007602874,0.002017165,0.001186101],"domain_scores_gemma":[0.9955974,0.00002328765,0.0003429769,0.0003322536,0.003360275,0.000343772],"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":[0.00001307313,0.0001482094,0.007718794,0.00002782917,0.0000147093,0.000002053795,0.01644669,1.890212e-8,0.0002306498,0.09367507,0.3517953,0.5299276],"study_design_scores_gemma":[0.0002593459,0.00001899195,0.2626143,0.0000209503,0.00001223822,4.358357e-8,0.002120655,0.000002085307,0.00006124294,0.004191765,0.7304276,0.0002707365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002382616,0.0000288656,0.000133105,0.005828087,0.01278181,0.0007934054,0.000008833467,0.00005874605,0.9779845],"genre_scores_gemma":[0.9393045,0.0001160214,0.001254101,0.0007233821,0.01232168,0.0001686306,0.000005806845,0.0000280439,0.04607779],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.936922,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364651617694525,"score_gpt":0.3363640365553978,"score_spread":0.2998988747859453,"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."}}