{"id":"W4205319736","doi":"10.5539/ass.v17n7p50","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 17, No. 7","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; Psychology; Social science; Political 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":[0.003173449,0.0001929337,0.0002723608,0.0001438047,0.007485352,0.0004707342,0.001176275,0.0001173628,0.001064197],"category_scores_gemma":[0.006929098,0.0001962153,0.0001755507,0.002648935,0.005212281,0.00101487,0.0003269455,0.0001448547,0.0009160449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009016496,"about_ca_system_score_gemma":0.002405667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001398405,"about_ca_topic_score_gemma":0.00006909858,"domain_scores_codex":[0.9956115,0.00009847175,0.000326074,0.0007914344,0.002054498,0.001117983],"domain_scores_gemma":[0.9939248,0.00003348205,0.0001581669,0.0001791022,0.005383435,0.0003210444],"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":[0.000007787343,0.0001540875,0.0009474834,0.00002291774,0.00001518319,0.000003952563,0.01494652,3.437039e-8,0.0007575176,0.03558459,0.6518788,0.2956811],"study_design_scores_gemma":[0.0002329814,0.00001707982,0.05807172,0.00002104892,0.00001428861,1.22853e-7,0.00436089,0.000001728581,0.0002295335,0.00278416,0.9339839,0.0002825791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007700835,0.00008267754,0.0001931444,0.004267803,0.009268907,0.0005078082,0.000008727307,0.00006171289,0.9848391],"genre_scores_gemma":[0.6482521,0.0005381803,0.008065484,0.00582236,0.0325264,0.000474237,0.00005158765,0.00008447011,0.3041852],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.680654,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799753200029164,"score_gpt":0.3179920272635539,"score_spread":0.2899944952632622,"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."}}