{"id":"W4246743668","doi":"10.5539/ass.v15n10p159","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 15, No. 10","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; 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":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003768647,0.0002110285,0.0002925658,0.0002001044,0.004945874,0.0003885414,0.001587583,0.0001281617,0.002916242],"category_scores_gemma":[0.003877602,0.0002030722,0.0001684328,0.002021994,0.004406393,0.001231651,0.0002876402,0.0001385903,0.006971256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009003528,"about_ca_system_score_gemma":0.001331685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001938996,"about_ca_topic_score_gemma":0.00003001382,"domain_scores_codex":[0.9954932,0.00007797933,0.0003265891,0.0007860235,0.002142018,0.001174146],"domain_scores_gemma":[0.9955988,0.00003402252,0.0001956488,0.0001952751,0.003680688,0.0002955996],"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":[0.00002776083,0.0001843853,0.003573852,0.00004856387,0.00002069718,9.976018e-7,0.02066497,7.032566e-8,0.0009047487,0.07009448,0.5704967,0.3339827],"study_design_scores_gemma":[0.0002991427,0.00004076389,0.07223518,0.00002151777,0.00001070501,4.309321e-8,0.00292188,0.000003400527,0.00007331421,0.002708887,0.9213726,0.0003125702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003177248,0.000036895,0.0000654515,0.00197414,0.01099982,0.001029677,0.000006772665,0.00006668935,0.9826433],"genre_scores_gemma":[0.7597958,0.00009371149,0.001602983,0.001429921,0.01057003,0.0001996348,0.00001484483,0.00004253803,0.2262505],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7566186,"threshold_uncertainty_score":0.9983031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192622166972574,"score_gpt":0.3071407657106675,"score_spread":0.2852145440409418,"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."}}