{"id":"W3177052404","doi":"","title":"The Practice Innovation and Standardization Construction of the Assessment for Civil Servant at the Basic Level: Based on the Research of W County in Chongqing","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil servant; Standardization; Openness to experience; Grading (engineering); Civil servants; Meaning (existential); Engineering management; Engineering; Political science; Psychology; Civil engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006980778,0.0003682416,0.0003012932,0.00260951,0.003086763,0.003633802,0.0008786655,0.0006290741,0.00326052],"category_scores_gemma":[0.01040633,0.0002724438,0.000494331,0.002845263,0.002177556,0.00365169,0.004053582,0.0010671,0.0002875578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01114971,"about_ca_system_score_gemma":0.02125663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03309548,"about_ca_topic_score_gemma":0.04708602,"domain_scores_codex":[0.9924884,0.002674478,0.0005636541,0.0009346644,0.002660083,0.0006787599],"domain_scores_gemma":[0.9926394,0.001396091,0.0007384139,0.0007022435,0.00376251,0.0007613885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001314956,0.0005008829,0.2994459,0.001130619,0.00008172174,0.0005511183,0.06827933,0.003326345,0.007014222,0.05615202,0.005725957,0.5576603],"study_design_scores_gemma":[0.00006067319,0.0005701091,0.746244,0.001209633,0.0001850909,0.000420646,0.1026125,0.01752727,0.006483763,0.02862023,0.09589149,0.0001746286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000431,0.0008329428,0.03882522,0.005844528,0.0001282508,0.0007541017,0.0001470144,0.0001308988,0.05329401],"genre_scores_gemma":[0.9858812,0.0002556781,0.01019726,0.0001271229,0.00001113843,0.0001394945,0.00005508583,0.000009427509,0.003323514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03309548,"threshold_uncertainty_score":0.08089715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3849262714251672,"score_gpt":0.5730527874478494,"score_spread":0.1881265160226822,"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."}}