{"id":"W2530154693","doi":"10.1111/spol.12258","title":"Ideas and Institutions in Social Policy Research","year":2016,"lang":"en","type":"article","venue":"Social Policy and Administration","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canada Research Chairs","keywords":"Scholarship; Institutionalism; Field (mathematics); Positive economics; Meaning (existential); New institutionalism; Sociology; Social science; Perspective (graphical); Social policy; Institutional analysis; Political science; Epistemology; Economics; Law; Politics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000975898,0.000107333,0.0001670275,0.0003090457,0.00390736,0.0001040865,0.00009412417,0.0002409729,0.000005903876],"category_scores_gemma":[0.001455878,0.0000843524,0.00004322368,0.0008343935,0.002382489,0.0003342076,0.00006711145,0.0001692329,0.00000894401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486871,"about_ca_system_score_gemma":0.001840275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0162173,"about_ca_topic_score_gemma":0.01715742,"domain_scores_codex":[0.9983326,0.0003658042,0.0002163016,0.0002147276,0.0003394322,0.0005311162],"domain_scores_gemma":[0.9995314,0.000145378,0.00006010858,0.00004433512,0.00009832583,0.0001203891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000233778,0.00003331804,0.0006251425,0.000008355981,0.000008631388,0.000001742205,0.02373367,6.511942e-9,0.0001428032,0.9518742,0.0007068056,0.02284194],"study_design_scores_gemma":[0.0008962884,0.0001042376,0.1364017,0.00003494984,0.000008990296,0.000001907663,0.01773798,3.762915e-7,0.00007577794,0.7838287,0.06064038,0.0002686953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5695643,0.00007419645,0.000009409017,0.301923,0.00009089,0.0003157989,0.00004755356,0.00006025385,0.1279146],"genre_scores_gemma":[0.9851357,0.0006970449,0.000008837824,0.0004217368,0.01125253,0.00003427016,0.000002342966,0.0000072981,0.002440179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4155715,"threshold_uncertainty_score":0.9973894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1946753057439735,"score_gpt":0.5130139265502055,"score_spread":0.318338620806232,"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."}}