{"id":"W4309170154","doi":"10.1093/oso/9780199552108.002.0004","title":"First look","year":2022,"lang":"en","type":"other","venue":"","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marketization; Psychological intervention; Public relations; Austerity; Public service; Political science; Public administration; Normalization (sociology); Government (linguistics); Sociology; Politics; Social science; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005817245,0.0006111705,0.0005361067,0.001208757,0.002808455,0.006935353,0.00114066,0.002236447,0.6796782],"category_scores_gemma":[0.004170187,0.0003345205,0.0006184133,0.001169311,0.0008293398,0.006018621,0.003291236,0.003034122,0.5217615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940493,"about_ca_system_score_gemma":0.001377946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005570509,"about_ca_topic_score_gemma":0.01169034,"domain_scores_codex":[0.999411,0.00009713708,0.00002666553,0.0001025454,0.0002560085,0.0001066664],"domain_scores_gemma":[0.998673,0.0001883092,0.00004419791,0.0001192074,0.0007117512,0.0002635185],"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":[0.000009249753,0.000009263083,0.0000920998,0.00005450596,0.000001136684,0.00005619295,0.0003196617,0.00001233797,0.00004828306,0.005928489,0.9660193,0.0274495],"study_design_scores_gemma":[0.000001349022,0.000002794126,0.0001000471,0.00005554938,5.159154e-7,0.00004719088,0.0003284082,0.000005455811,0.00001965408,0.0007740152,0.9986625,0.000002478816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006285048,0.002105923,0.001296595,0.02972962,0.01411538,0.000125448,0.003128243,0.0009213988,0.947949],"genre_scores_gemma":[0.00243131,0.0007088266,0.0004747444,0.005988713,0.0008831128,0.00004008679,0.0009134018,0.0004577313,0.9881021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6796782,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820892040411607,"score_gpt":0.3309937931644599,"score_spread":0.3027848727603439,"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."}}