{"id":"W4245047736","doi":"10.5539/ass.v16n7p153","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 16, No. 7","year":2020,"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"],"category_scores_codex":[0.002455483,0.0002009637,0.0002758709,0.0001149158,0.00643016,0.0003828207,0.001561693,0.0001056285,0.0006954149],"category_scores_gemma":[0.007151391,0.0001975804,0.0001608641,0.002429167,0.005362622,0.001057786,0.0003005196,0.0001526881,0.001533829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008480019,"about_ca_system_score_gemma":0.001272686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001813417,"about_ca_topic_score_gemma":0.00002471632,"domain_scores_codex":[0.9957894,0.00007807985,0.0003243833,0.0007657268,0.001992945,0.00104947],"domain_scores_gemma":[0.9963255,0.00002579723,0.0001752221,0.0001185907,0.00286775,0.0004871708],"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":[0.00001647002,0.00007899071,0.0008609159,0.00002896314,0.00001194327,0.000001042828,0.02740529,3.132925e-8,0.0004034244,0.02587583,0.6422908,0.3030263],"study_design_scores_gemma":[0.0002667695,0.00004190891,0.02768404,0.00001311524,0.00001347796,2.973453e-8,0.004384617,0.000004232671,0.0001037896,0.001565825,0.9656266,0.0002955862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006607883,0.00004512117,0.0004273734,0.01212502,0.006216882,0.000840719,0.000009216871,0.00009566967,0.9795792],"genre_scores_gemma":[0.9542884,0.0001299639,0.001917087,0.005997217,0.01961244,0.0001943101,0.00001342071,0.00003977618,0.01780737],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9617718,"threshold_uncertainty_score":0.9992436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560599366375292,"score_gpt":0.3136221846936568,"score_spread":0.2780161910299039,"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."}}