{"id":"W4256083966","doi":"10.5539/ass.v14n4p141","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 14, No. 4","year":2018,"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"],"category_scores_codex":[0.004182703,0.0002025594,0.0002506964,0.0002029054,0.009989984,0.0004051184,0.001588815,0.0001238845,0.0008619225],"category_scores_gemma":[0.007318088,0.0001944688,0.0001396611,0.002316912,0.01245355,0.001139449,0.0002919868,0.0001247262,0.002474953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008718452,"about_ca_system_score_gemma":0.001336985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002310096,"about_ca_topic_score_gemma":0.00007752347,"domain_scores_codex":[0.995564,0.00007960463,0.0003220775,0.0007514965,0.002062775,0.001220068],"domain_scores_gemma":[0.9922239,0.00002583552,0.0001836826,0.0001755104,0.007062656,0.0003284014],"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":[0.00001380134,0.00009903509,0.0008020884,0.00001364682,0.00001069583,6.036711e-7,0.01978085,4.490567e-9,0.0003797979,0.02743426,0.6331201,0.3183451],"study_design_scores_gemma":[0.000233457,0.00005370768,0.05826084,0.0000182015,0.00001201897,5.364943e-8,0.002304869,0.000002154853,0.0001609817,0.003043725,0.9356224,0.0002875983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001183612,0.00002633918,0.0002555945,0.002445097,0.01506936,0.0007258491,0.000006551139,0.0000762668,0.9802113],"genre_scores_gemma":[0.8823743,0.00009762486,0.003261818,0.002142026,0.03242919,0.0002215612,0.000009442359,0.00004245971,0.07942161],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9007897,"threshold_uncertainty_score":0.9983017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907152095492337,"score_gpt":0.3252044657234857,"score_spread":0.2961329447685623,"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."}}