{"id":"W7098019678","doi":"","title":"Performance Evaluation","year":2012,"lang":"en","type":"article","venue":"","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Agency (philosophy); Government (linguistics); Standardization; Process (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0353558,0.001466798,0.001287865,0.006108012,0.001705973,0.008673021,0.002033521,0.001059772,0.06304648],"category_scores_gemma":[0.1095065,0.0002796031,0.001623524,0.009027489,0.00141279,0.004371241,0.003499865,0.001662958,0.01748083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008972716,"about_ca_system_score_gemma":0.01277473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008747729,"about_ca_topic_score_gemma":0.006404968,"domain_scores_codex":[0.9445478,0.02094097,0.003320231,0.003764368,0.02465252,0.002774191],"domain_scores_gemma":[0.9217541,0.02221395,0.005824006,0.007382899,0.03951507,0.003309898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00077214,0.0007875538,0.02008377,0.001900523,0.0003218847,0.00005980367,0.001817252,0.008804704,0.000605944,0.1055332,0.1750638,0.6842495],"study_design_scores_gemma":[0.000259912,0.003264506,0.09361837,0.004505303,0.0005566512,0.0003048808,0.008421559,0.02370578,0.004160504,0.06551175,0.7953615,0.0003292898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03538469,0.004338394,0.06443892,0.006902426,0.001990659,0.004082347,0.01197904,0.001501315,0.8693823],"genre_scores_gemma":[0.6698626,0.005532415,0.07778378,0.001884235,0.0009417264,0.005141919,0.02046698,0.001181869,0.2172045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9369535,"threshold_uncertainty_score":0.2109115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4658910202695304,"score_gpt":0.5723225181133982,"score_spread":0.1064314978438677,"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."}}