{"id":"W4244180260","doi":"10.5539/ass.v15n5p125","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 15, No. 5","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":[0.003753827,0.0002035849,0.0002844272,0.0001987654,0.004993881,0.0003770208,0.001550964,0.0001217398,0.001279651],"category_scores_gemma":[0.003256223,0.0001959955,0.000162803,0.002010439,0.004379358,0.001228151,0.000277412,0.0001447903,0.004370309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009006782,"about_ca_system_score_gemma":0.001293756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002215838,"about_ca_topic_score_gemma":0.00003058594,"domain_scores_codex":[0.9955698,0.00007522618,0.0003174185,0.0007666013,0.00211088,0.001160097],"domain_scores_gemma":[0.9961464,0.00003213578,0.0001879373,0.000188203,0.003156853,0.0002885064],"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":[0.00002191708,0.0001796076,0.005900148,0.00004898803,0.00002033884,9.96825e-7,0.02440308,6.953795e-8,0.001050548,0.05989861,0.5469323,0.3615434],"study_design_scores_gemma":[0.0002876652,0.00003526771,0.09913854,0.00002146948,0.00001018824,4.429128e-8,0.003310034,0.000003132408,0.00007646076,0.002024194,0.8947905,0.0003024859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004003547,0.00003806879,0.0000767952,0.002107472,0.01259025,0.001076311,0.000006482803,0.00006742452,0.9800336],"genre_scores_gemma":[0.8948094,0.00009528037,0.001494537,0.001476254,0.009518342,0.000170268,0.0000108505,0.00003579335,0.09238929],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8908058,"threshold_uncertainty_score":0.9996333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170685895618883,"score_gpt":0.3070345873784582,"score_spread":0.2853277284222694,"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."}}