{"id":"W4247402143","doi":"10.5539/ass.v17n4p72","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 17, No. 4","year":2021,"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; Social science; Psychology; Library science; Political science; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03833375,0.003268732,0.007031258,0.007923404,0.005527456,0.008101942,0.005968119,0.01448246,0.09520499],"category_scores_gemma":[0.4041571,0.001702384,0.003999528,0.004105679,0.003326639,0.006747926,0.004144297,0.0116078,0.05048863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005261885,"about_ca_system_score_gemma":0.01236336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007378178,"about_ca_topic_score_gemma":0.01078043,"domain_scores_codex":[0.9635912,0.00734482,0.008284783,0.002278984,0.01702884,0.001471273],"domain_scores_gemma":[0.2973793,0.02580118,0.01226025,0.005319973,0.6508202,0.00841917],"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":[0.00002491615,0.00000249555,0.00005420139,0.000397302,0.000007006389,0.00004707423,0.00004369624,0.000006636793,0.00002661823,0.00009462966,0.9964696,0.002825754],"study_design_scores_gemma":[0.0002290126,0.00003452222,0.0009003684,0.003354024,0.00009853701,0.0006787697,0.0006167633,0.0003221271,0.0002808582,0.001485845,0.9918578,0.0001413362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001447392,0.00218219,0.0009102912,0.1761527,0.815414,0.0008939352,0.0008533915,0.0004351515,0.003013606],"genre_scores_gemma":[0.00554448,0.007218068,0.003543567,0.2132947,0.67597,0.006206783,0.001779025,0.001183894,0.08525959],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.904795,"threshold_uncertainty_score":0.3184924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820532364259943,"score_gpt":0.3183013135223304,"score_spread":0.290095989879731,"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."}}