{"id":"W4245849265","doi":"10.5539/ass.v15n3p122","title":"Reviewer Acknowledgements for Asian Social Science, Vol. 15, No. 3","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":[0.003749313,0.0002035532,0.0002843199,0.0001986873,0.004991384,0.0003769893,0.001550449,0.0001217249,0.00130008],"category_scores_gemma":[0.003286567,0.0001959577,0.000162771,0.002010077,0.004378614,0.001227987,0.0002773012,0.0001447787,0.004481851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009037093,"about_ca_system_score_gemma":0.001296904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002215579,"about_ca_topic_score_gemma":0.00003036946,"domain_scores_codex":[0.9955702,0.00007517671,0.0003173229,0.0007664397,0.002110886,0.001160002],"domain_scores_gemma":[0.9961154,0.00003211572,0.0001879125,0.000188139,0.003187973,0.0002884601],"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":[0.00002204377,0.0001796637,0.005911844,0.00004937472,0.00002035566,9.94517e-7,0.0244133,6.970723e-8,0.001059222,0.05800103,0.5486989,0.3616432],"study_design_scores_gemma":[0.000287734,0.00003501452,0.0970085,0.0000213227,0.00001007428,4.369197e-8,0.003286142,0.000003130442,0.00007708122,0.002007283,0.8969625,0.0003011858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004000691,0.00003796143,0.00007652474,0.002099422,0.01268604,0.001075058,0.000006586603,0.00006729746,0.9799504],"genre_scores_gemma":[0.8918277,0.00009580922,0.001501322,0.001482015,0.009658761,0.0001712013,0.00001093526,0.00003599351,0.09521625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.887827,"threshold_uncertainty_score":0.9996129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169939685488838,"score_gpt":0.3068614721052275,"score_spread":0.2851620752503391,"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."}}