{"id":"W2794774490","doi":"10.12927/hcpap.2017.25407","title":"Putting Performance Measurement Recommendations into Practice: Building on Current Practices","year":2017,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Saint John Regional Hospital; University of New Brunswick","funders":"","keywords":"Current (fluid); Computer science; Engineering; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006237717,0.0005717605,0.0005323985,0.0004481619,0.003988876,0.0004941056,0.0008998978,0.0002169752,0.00108771],"category_scores_gemma":[0.003128407,0.0005577456,0.0001421695,0.0003097856,0.00005080205,0.0009856239,0.000339392,0.0009576053,0.003041379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757443,"about_ca_system_score_gemma":0.0003629507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003851012,"about_ca_topic_score_gemma":0.0007024651,"domain_scores_codex":[0.9945326,0.0006383114,0.001066541,0.001179515,0.001392192,0.001190851],"domain_scores_gemma":[0.9943832,0.0008017396,0.002300927,0.001492824,0.000508817,0.0005125163],"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":[0.001704504,0.0008590874,0.01093069,0.0001421523,0.0001545704,0.000009658621,0.04230781,0.00006112081,0.0002341899,0.001347893,0.5417707,0.4004776],"study_design_scores_gemma":[0.001852528,0.001270379,0.05888829,0.00001338333,0.00008847257,0.00002284123,0.001141125,0.001596279,0.0001288245,0.0000427968,0.9343283,0.0006267425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5235553,0.0002143611,0.0002886057,0.4650394,0.002360515,0.00108011,0.000007761273,0.000168586,0.007285406],"genre_scores_gemma":[0.4752553,0.0005375075,0.005355739,0.5164562,0.0002525959,0.001027888,0.0001109951,0.0001245402,0.0008791856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3998509,"threshold_uncertainty_score":0.9998254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2695651981339542,"score_gpt":0.486772993581335,"score_spread":0.2172077954473807,"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."}}