{"id":"W3195207501","doi":"10.1080/14494035.2021.1965379","title":"Procedural policy tools in theory and practice","year":2021,"lang":"en","type":"article","venue":"Policy and Society","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Public policy; Policy studies; Policy analysis; Neglect; Process (computing); Field (mathematics); Public economics; Management science; Economics; Public relations; Political science; Public administration; Computer science; Psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04665301,0.001231177,0.001512161,0.00678234,0.004912344,0.02284819,0.004106771,0.008466076,0.01124513],"category_scores_gemma":[0.04566121,0.0009030311,0.001464798,0.005623085,0.0807049,0.01824122,0.008191322,0.01004244,0.001530317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01488957,"about_ca_system_score_gemma":0.0142734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066911,"about_ca_topic_score_gemma":0.00236942,"domain_scores_codex":[0.9496762,0.03944024,0.001862624,0.002988083,0.004552291,0.001480619],"domain_scores_gemma":[0.9257949,0.05845992,0.003052598,0.007580454,0.003896513,0.001215622],"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":[0.000001243979,0.000004845224,0.00002692311,0.00002465009,0.000002395885,0.000006916259,0.0003288146,0.0003724211,0.000006851536,0.9978045,0.0003405718,0.001079847],"study_design_scores_gemma":[0.000004403016,0.000005068642,0.00003787691,0.00016668,0.000003142369,0.00001128195,0.0003521926,0.0009455087,0.00004601333,0.9824449,0.01597686,0.000006162466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00940591,0.01069568,0.4374335,0.08843752,0.001463016,0.0003214364,0.0001988285,0.0003675116,0.4516766],"genre_scores_gemma":[0.8152345,0.00934395,0.1448835,0.006571695,0.001417799,0.001310855,0.0001888861,0.0003554337,0.0206932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04665301,"threshold_uncertainty_score":0.2467277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07818103768297083,"score_gpt":0.4777523989822203,"score_spread":0.3995713612992494,"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."}}